cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc27psk9
title: CCDC 2076521: Experimental Crystal Structure Determination

description: Related Article: Malcolm P. Huestis, Darlene Dela Cruz, Antonio G. DiPasquale, Matthew R. Durk, Charles Eigenbrot, Paul Gibbons, Alberto Gobbi, Thomas L. Hunsaker, Hank La, Dennis H. Leung, Wendy Liu, Shiva Malek, Mark Merchant, John G. Moffat, Christine S. Muli, Christine J. Orr, Brendan T. Parr, Frances Shanahan, Christopher J. Sneeringer, Weiru Wang, Ivana Yen, Jianping Yin, Michael Siu, Joachim Rudolph|2021|J.Med.Chem.|64|3940|doi:10.1021/acs.jmedchem.0c02085
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27pslb
title: CCDC 2076522: Experimental Crystal Structure Determination

description: Related Article: Malcolm P. Huestis, Darlene Dela Cruz, Antonio G. DiPasquale, Matthew R. Durk, Charles Eigenbrot, Paul Gibbons, Alberto Gobbi, Thomas L. Hunsaker, Hank La, Dennis H. Leung, Wendy Liu, Shiva Malek, Mark Merchant, John G. Moffat, Christine S. Muli, Christine J. Orr, Brendan T. Parr, Frances Shanahan, Christopher J. Sneeringer, Weiru Wang, Ivana Yen, Jianping Yin, Michael Siu, Joachim Rudolph|2021|J.Med.Chem.|64|3940|doi:10.1021/acs.jmedchem.0c02085
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27pspf
title: CCDC 2076525: Experimental Crystal Structure Determination

description: Related Article: M. A. Shmelev, Yu. K. Voronina, N. V. Gogoleva, M. A. Kiskin, A. A. Sidorov, I. L. Eremenko|2022|Russ.J.Coord.Chem.|48|224|doi:10.1134/S1070328422040042
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.q38jgn
title: Occurrence Download

description: A dataset containing 306615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-75 37.5,-67.5 37.5,-67.5 45,-75 45,-75 37.5))"
 ]
}

 The dataset includes 306615 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056590-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc27psrh
title: CCDC 2076527: Experimental Crystal Structure Determination

description: Related Article: Zhihua Zhuang, Wei Chen|2020|The Analyst|145|2621|doi:10.1039/c9an01947b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27ptwn
title: CCDC 2076562: Experimental Crystal Structure Determination

description: Related Article: Klaudia Mencel, Vasyl Kinzhybalo, Ryszard Jakubas, Jan K. Zaręba, Przemysław Szklarz, Piotr Durlak, Marek Drozd, Anna Piecha-Bisiorek|2021|Chem.Mater.|33|8591|doi:10.1021/acs.chemmater.1c01266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27q3vy
title: CCDC 2076840: Experimental Crystal Structure Determination

description: Related Article: Sondes Zairi, Wafa Selmi, Haitham Elleuch, Mohamed Faouzi Zid, Farhat Rezgui|2023|Phosphorus,Sulfur,Silicon,Relat.Elem.|198|1|doi:10.1080/10426507.2023.2222868
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27ptxp
title: CCDC 2076563: Experimental Crystal Structure Determination

description: Related Article: Klaudia Mencel, Vasyl Kinzhybalo, Ryszard Jakubas, Jan K. Zaręba, Przemysław Szklarz, Piotr Durlak, Marek Drozd, Anna Piecha-Bisiorek|2021|Chem.Mater.|33|8591|doi:10.1021/acs.chemmater.1c01266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27ptyq
title: CCDC 2076564: Experimental Crystal Structure Determination

description: Related Article: Klaudia Mencel, Vasyl Kinzhybalo, Ryszard Jakubas, Jan K. Zaręba, Przemysław Szklarz, Piotr Durlak, Marek Drozd, Anna Piecha-Bisiorek|2021|Chem.Mater.|33|8591|doi:10.1021/acs.chemmater.1c01266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27ptzr
title: CCDC 2076565: Experimental Crystal Structure Determination

description: Related Article: Klaudia Mencel, Vasyl Kinzhybalo, Ryszard Jakubas, Jan K. Zaręba, Przemysław Szklarz, Piotr Durlak, Marek Drozd, Anna Piecha-Bisiorek|2021|Chem.Mater.|33|8591|doi:10.1021/acs.chemmater.1c01266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27pv0t
title: CCDC 2076566: Experimental Crystal Structure Determination

description: Related Article: Arindam Das, Sovan Dey, Sumit Chakraborty, Anup Barman, Ram Naresh Yadav, Rabiul Gazi, Madhurima Jana, Md. Firoj Hossain|2021|Chem. Sel.|6|9552|doi:10.1002/slct.202102642
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2271bq
title: CCDC 1913392: Experimental Crystal Structure Determination

description: Related Article: Sh.M. Adizov, B. Tashkhodzhaev|2021|Zh.Strukt.Khim.|62|1767|doi:10.1134/S0022476621110135
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.fjm6an
title: Occurrence Download

description: A dataset containing 434729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-82.5 37.5,-75 37.5,-75 45,-82.5 45,-82.5 37.5))"
 ]
}

 The dataset includes 434729 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056589-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fepg9s
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Rwanda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 110 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080136-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nppp4q
title: Occurrence Download

description: A dataset containing 5979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5979 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080137-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcghn9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080138-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr8dun
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((114.81705 42.76766,118.20988 42.74164,118.24185 44.83612,114.81705 44.83638,114.81705 42.76766))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Otocolobus manul (Pallas, 1776), Capreolus pygargus (Pallas, 1771), Vulpes corsac (Linnaeus, 1768), Ovis ammon (Linnaeus, 1758), Cervus canadensis Erxleben, 1777, Lynx lynx (Linnaeus, 1758))",
 "Year 2005-2025"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080141-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/23wnbc
title: Dataset van archeologisch bureauonderzoek en booronderzoek: Gansstraat 169 te Utrecht (gemeente Utrecht).

description: Op grond van de landschappelijke ligging moet in het plangebied rekening worden gehouden met archeologische resten uit de IJzertijd en jonger gerelateerd aan landbouwsamenlevingen. Op grond van de historisch bekende gegevens moet met name rekening worden gehouden met resten gerelateerd aan het historische erf van het Huis van Soestbergen.
In het plangebied zijn vijf boringen gezet tot maximaal 380 cm -mv. Hieruit blijkt de natuurlijke ondergrond uit zandige beddingafzettingen van de Oude Rijn bestaat, die worden afgedekt door oeverafzettingen en bij één boorpunt ook door komafzettingen. Ter hoogte van het plangebied heeft tot in de 19e eeuw een watergang gelegen. Bij drie boorpunten in deze watergang is inderdaad sprake van een dik omgewerkte pakket. Een goed herkenbare cultuurlaag is alleen nog aanwezig bij het meest westelijke boorpunt in de huidige tuin. De cultuurlaag kan worden gerelateerd aan eeuwenlange bewoning op dit erf waar het huis van de heren van Soestbergen stond. In en onder deze laag kunnen archeologische resten aanwezig zijn gerelateerd aan dit erf. 
Bij de aanleg van de leiding naar het zwembad wordt gegraven door de cultuurlaag. Het gaat naar verwachting om een verstoring van de cultuurlaag ongeveer 5 m2. De verstoring is zo klein dat het naar oordeel van Bureau voor Archeologie toelaatbaar is zonder verder onderzoek, aangezien de kans klein is dat in een dergelijke kleine smalle sleuf behoudenswaardige archeologische resten worden aangetroffen en structuren kunnen worden herkend.
Bureau voor Archeologie adviseert het plangebied vrij te geven voor de voorgenomen ontwikkeling.
DOI: 10.17026/ar/auaayz
title: Dataset van archeologisch bureauonderzoek en booronderzoek: Weerdsingel Oostzijde te Utrecht (gemeente Utrecht).

description: Op basis van de landschappelijke ligging op de beddinggordel van het Angstel-Vecht systeem moet in het plangebied ten eerste rekening gehouden moeten worden met archeologische resten gerelateerd aan bewoning van landbouwsamenlevingen op de oevers van het Angstel-Vecht systeem in het algemeen. Ten tweede moet rekening worden gehouden met archeologische resten gerelateerd aan de historische stad Utrecht met onder andere in het westen van de Bemuurde Weerd enkele historische pre-kadastrale erven en in de rest van het plangebied de weg rondom de 16e eeuwse stadsbuitengracht.
In het plangebied zijn zestien handboringen boringen gezet. De boordiepte was maximaal 400 cm -mv. Hieruit blijkt dat het natuurlijke bodemmateriaal bestaat uit beddingafzettingen die worden afgedekt door oeverafzettingen. Hierop ligt een dikke cultuurlaag en in enkele gevallen schoon zand (omgewerkte grond). De top van de cultuurlaag ligt tussen 0 (maaiveld) en 120 cm -mv (293 en 131 cm NAP). Het bestaat uit humeuze lagen klei en zand met fragmenten baksteen en kalkmortel, en daarnaast enkele fragmenten aardewerk, houtskoolbrokken en kachelgrit. Dit pakket is waarschijnlijk ontstaan doordat de afgelopen eeuwen het terrein meermalen is opgehoogd met stadsafval. De cultuurlaag is een archeologisch niveau waarin archeologische resten aanwezig kunnen zijn uit de Late Middeleeuwen en Nieuwe tijd. De cultuurlaag ligt in het hele plangebied. Het is 60 tot 320 cm dik. 
In deze cultuurlaag kunnen archeologische resten gerelateerd aan de historische kern van Utrecht. Het gaat in de oost- en westzijde van het plangebied om archeologische resten van de stadsmuur en stadsvoorpoort van de Bemuurde weerd, resten van historische (pre-kadastrale) erven en resten van twee bruggen. In de rest van het plangebied kunnen oude wegoppervlakten (bestratingen of andere half verhardingen) en resten van de ophogingslagen uit de 16e eeuw en jonger aanwezig zijn.
Aanbevolen wordt om civiele graafwerkzaamheden dieper dan 30 cm -mv in de zones waar resten van bruggen, de stadvoorpoort en -muur, en resten van pre-kadastrale erven kunnen worden verwacht archeologisch te laten begeleiden . Zie de figuur achterin het rapport voor de ligging van deze zones. 
De kans dat in de rest van het plangebied behoudenswaardige archeologische resten worden aangetroffen is naar oordeel van Bureau voor Archeologie klein tenzij men de onderkant van de cultuurlaag bereikt. Daarom wordt aanbevolen om in deze zone civiele graafwerkzaamheden dieper dan 100 cm -mv archeologisch te laten begeleiden.
DOI: 10.17026/ar/7stnf1
title: Bureau- en booronderzoek aan de IJssellaan 30 te Ouderkerk aan den IJssel, gemeente Krimpenerwaard

description: Bureau voor Archeologie heeft een bureau- en inventariserend veldonderzoek in
de vorm van boringen uitgevoerd voor bouwwerkzaamheden aan de IJssellaan
30 te Ouderkerk aan den IJssel.
DOI: 10.17026/ar/uqmdq7
title: Molendijk 10 en 10a te Waarder, gemeente Bodegraven-Reeuwijk: bureau- en booronderzoek

description: Bureau voor Archeologie heeft een bureau- en inventariserend veldonderzoek in
de vorm van boringen uitgevoerd voor bouwwerkzaamheden aan de Molendijk 10
en 10A te Waarder.
DOI: 10.15468/dl.ydr9z2
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080142-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s4shg
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080143-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvd8jv
title: Occurrence Download

description: A dataset containing 53296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elaeagnus yunnanensis Servett., Elaeagnus lanceolata Warb., Elaeagnus infundibularis Momiy., Elaeagnus gonyanthes Benth., Elaeagnus grijsii Hance, Elaeagnus henryi Warb., Elaeagnus angustifolia L., Elaeagnus xichouensis C.Y.Chang, Elaeagnus xingwenensis C.Y.Chang, Elaeagnus micrantha C.Y.Chang, Elaeagnus laosensis Lecomte, Elaeagnus conferta Roxb., Elaeagnus ovata Servett., Elaeagnus delavayi Lecomte, Elaeagnus multiflora Thunb., Elaeagnus griffithii Servett., Elaeagnus jingdonensis C.Y.Chang, Elaeagnus pallidiflora C.Y.Chang, Elaeagnus macrantha Rehder, Elaeagnus calcarea Z.R.Xu, Elaeagnus jiangxiensis C.Y.Chang, Elaeagnus luoxiangensis C.Y.Chang, Elaeagnus courtoisii Belval, Elaeagnus oldhamii Maxim., Elaeagnus sarmentosa Rehder, Elaeagnus loureiroi Champ. ex Benth., Elaeagnus s-stylata Z.R.Xu, Elaeagnus xizangensis C.Y.Chang, Elaeagnus difficilis Servett., Elaeagnus mollis Diels, Elaeagnus lanpingensis C.Y.Chang, Elaeagnus annamensis S.Moore, Elaeagnus stellipila Rehder, Elaeagnus bambusetorum Hand.-Mazz., Elaeagnus latifolia L., Elaeagnus pilostyla C.Y.Chang, Elaeagnus magna Rehder, Elaeagnus tarokoensis S.Y.Lu & Yuen P.Yang, Elaeagnus viridis Servett., Elaeagnus luxiensis C.Y.Chang, Elaeagnus taliensis C.Y.Chang, Elaeagnus wenshanensis C.Y.Chang, Elaeagnus pungens Thunb., Elaeagnus cinnamomifolia W.K.Hu & H.F.Chow, Elaeagnus lipoensis Z.R.Xu, Elaeagnus kanaii Momiy., Elaeagnus guizhouensis C.Y.Chang, Elaeagnus bockii Diels, Elaeagnus fasciculata Griff., Elaeagnus retrostyla C.Y.Chang, Elaeagnus longiloba C.Y.Chang, Elaeagnus liuzhouensis C.Y.Chang, Elaeagnus tubiflora C.Y.Chang, Elaeagnus pyriformis Hook.fil., Elaeagnus bonii Lecomte, Elaeagnus tonkinensis Servett., Elaeagnus caudata Schltdl.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53296 records from 673 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080117-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rf48x7
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 177 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080147-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7s9zp
title: Occurrence Download

description: A dataset containing 886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Spain",
 "TaxonKey is Salicornia ramosissima Woods"
 ]
}

 The dataset includes 886 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080146-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkc9rh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia mearnsii De Wild.",
 "Country is Zambia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080150-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29436191
title: <b>Design and Validation of a Flipped Classroom Framework for Undergraduate Music Theory: A Fuzzy Delphi Approach</b>

description: Undergraduate music theory education often relies on traditional lecture-based instruction, which limits student engagement and impedes the application of abstract theoretical knowledge to real-world musical practice. Although the flipped classroom (FC) model has gained traction in STEM education for its effectiveness in promoting active learning and learner autonomy, its adaptation to music theory remains insufficiently explored. This study aimed to design and validated an FC instructional framework specifically tailored to the cognitive and pedagogical demands of music theory education. A mixed-methods approach was adopted, integrating a comprehensive literature review, expert interviews (N=4), and the fuzzy Delphi method (FDM) to evaluate the relevance and feasibility of 53 instructional indicators across seven dimensions. A panel of 11 interdisciplinary experts assessed each indicator based on fuzzy logic principles, and only those meeting established thresholds of consensus and significance were retained. The final framework comprises validated components that support pre-class self-directed learning, in-class collaborative analysis, and post-class reflective assessment. The structure is grounded in Self-Directed Learning and Collaborative Learning theories, emphasizing learner autonomy, metacognitive development, and peer interaction. Findings highlight the model’s potential to enhance music theory instruction by aligning abstract conceptual learning with applied, student-centered pedagogical strategies. This research provides a theoretically sound, empirically validated framework that contributes to the modernization of music education and offers practical guidance for curriculum designers and instructors. It also lays a foundation for future empirical studies on the long-term effectiveness and scalability of FC models in arts-based disciplines.