{"meta":{"query_hash":"80ea95bf1829","filters":{"venue":"The Paris Conference on Education, official conference proceedings"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/80ea95bf1829","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Paris+Conference+on+Education%2C+official+conference+proceedings"},"results":[{"id":"W4386193987","doi":"10.22492/issn.2758-0962.2023.12","title":"The Development of Instructional Design Using Animation in the Elementary Teacher Education Program of Universitas Terbuka","year":2023,"lang":"en","type":"article","venue":"The Paris Conference on Education, official conference proceedings","topic":"STEM Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Animation; Action research; Mathematics education; Computer science; Action (physics); Microteaching; Teacher education; Consolidation (business); Professional development; Pedagogy; Multimedia; Psychology; Medical education; Medicine; Computer graphics (images)","score_opus":0.10063321189848103,"score_gpt":0.37284309551467315,"score_spread":0.27220988361619214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386193987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493028,0.00027818073,0.031769026,0.0011276688,0.00012087925,0.0012942412,0.00016820173,0.0009632102,0.014975767],"genre_scores_gemma":[0.8355939,0.00032252126,0.14982003,0.00013706107,0.000013114749,0.0009642996,0.00031829535,0.00016129886,0.012669491],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758685,0.0016959417,0.00011926416,0.00019744984,0.00023263678,0.00016783195],"domain_scores_gemma":[0.99433017,0.0031959836,0.0002345518,0.0003468506,0.0010731801,0.00081920513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051470795,0.00033947374,0.00031063776,0.0011852758,0.0010592852,0.0014237352,0.00097650615,0.00056015817,0.0036357515],"category_scores_gemma":[0.013018468,0.0003327435,0.00024624928,0.0004887438,0.00039238425,0.00070778735,0.0014303399,0.0007186486,0.0005151908],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072603516,0.007816079,0.045501262,0.0007756928,0.0000315172,0.00085469557,0.05649441,0.0055942214,0.020999199,0.0043571997,0.006868137,0.8499816],"study_design_scores_gemma":[0.0014437232,0.013624713,0.29799768,0.0034299039,0.00057911593,0.0027287274,0.13772026,0.06790702,0.1516092,0.0054196166,0.31718737,0.00035264247],"about_ca_topic_score_codex":0.0038752456,"about_ca_topic_score_gemma":0.006982249,"teacher_disagreement_score":0.0051470795,"about_ca_system_score_codex":0.002128497,"about_ca_system_score_gemma":0.004697668,"threshold_uncertainty_score":0.027220726},"labels":[],"label_agreement":null},{"id":"W4386195514","doi":"10.22492/issn.2758-0962.2023.11","title":"Understanding the Current Context of Leadership Development Through Dietetic Education in Canada","year":2023,"lang":"en","type":"article","venue":"The Paris Conference on Education, official conference proceedings","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Leadership development; Neuroleadership; Educational leadership; Leadership studies; Curriculum; Context (archaeology); Shared leadership; Transactional leadership; Leadership style; Medical education; Engineering ethics; Psychology; Political science; Public relations; Pedagogy; Medicine; Engineering","score_opus":0.3975459934361795,"score_gpt":0.4195365381197919,"score_spread":0.02199054468361239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386195514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62438166,0.008232634,0.0006729547,0.20902501,0.0008464672,0.0001869562,0.0014367104,0.00006591105,0.15515174],"genre_scores_gemma":[0.98416233,0.0029738788,0.00036171393,0.0029006007,0.000040096565,0.000033921293,0.00020670761,0.000018903896,0.009301795],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99273336,0.00051766774,0.000115419636,0.00029812672,0.0014438301,0.0048916563],"domain_scores_gemma":[0.98201764,0.0010731041,0.00075685495,0.00012882377,0.0050318195,0.010991757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027311968,0.00025337707,0.0005030504,0.0025683017,0.02313169,0.012260073,0.002595086,0.0014624972,0.012016811],"category_scores_gemma":[0.008342056,0.0003837188,0.00041495723,0.005688784,0.0063057444,0.0024342106,0.005158916,0.005076315,0.00047848193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00050290645,0.0008751468,0.28975263,0.00084461324,0.00017198332,0.0022029565,0.19571677,0.001374789,0.0011339312,0.14667916,0.13472477,0.22602028],"study_design_scores_gemma":[0.00006968006,0.00008685596,0.30244777,0.0012471793,0.00006737797,0.00016578774,0.4722701,0.00086495775,0.0003813274,0.008045929,0.21420912,0.00014392046],"about_ca_topic_score_codex":0.99748236,"about_ca_topic_score_gemma":0.99919933,"teacher_disagreement_score":0.75476706,"about_ca_system_score_codex":0.24523295,"about_ca_system_score_gemma":0.4803716,"threshold_uncertainty_score":0.8754228},"labels":[],"label_agreement":null},{"id":"W4413480166","doi":"10.22492/issn.2758-0962.2025.27","title":"Haruki Murakami’s Novels as a Predictive Text and a Data-Driven Approach of Hikikomori Effects on Tertiary-Level Students From South India","year":2025,"lang":"en","type":"article","venue":"The Paris Conference on Education, official conference proceedings","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Tertiary level; Data-driven; Computer science; Psychology; Artificial intelligence; Mathematics education","score_opus":0.04812586317514632,"score_gpt":0.34443986136126026,"score_spread":0.2963139981861139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413480166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8264867,0.0015377318,0.052902553,0.042611055,0.0014419194,0.0002461217,0.004923279,0.00043546036,0.06941508],"genre_scores_gemma":[0.98872924,0.00035286543,0.0053524277,0.0007941226,0.00015919787,0.0000716916,0.00040059892,0.00007548557,0.004064333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99842787,0.00086512294,0.000088421126,0.00024795267,0.00027723445,0.00009341742],"domain_scores_gemma":[0.9840724,0.013110026,0.00080950354,0.00092417037,0.00084527023,0.00023863962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003125031,0.00036121297,0.0003525717,0.0012925792,0.0019152883,0.0038674045,0.00139261,0.0009457105,0.0039354074],"category_scores_gemma":[0.017613562,0.00039368612,0.000566739,0.0018689949,0.0030069507,0.0036535282,0.0017434543,0.002853602,0.00049494137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014163496,0.0010296038,0.22108442,0.0014633314,0.00060424744,0.005401664,0.2328851,0.015216874,0.007823814,0.29097384,0.047274176,0.1748265],"study_design_scores_gemma":[0.00015543502,0.0005926985,0.30491433,0.001149158,0.0009553794,0.0020012925,0.24457802,0.075762786,0.01282766,0.2153996,0.1412177,0.00044602522],"about_ca_topic_score_codex":0.01661705,"about_ca_topic_score_gemma":0.022449909,"teacher_disagreement_score":0.01661705,"about_ca_system_score_codex":0.0018839908,"about_ca_system_score_gemma":0.001572165,"threshold_uncertainty_score":0.033040702},"labels":[],"label_agreement":null},{"id":"W4413480174","doi":"10.22492/issn.2758-0962.2025.72","title":"Enhancing Cultural Learning Through Innovative Technology: A VR Application for Museum Keris Nusantara","year":2025,"lang":"en","type":"article","venue":"The Paris Conference on Education, official conference proceedings","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Universitas Muhammadiyah Surakarta","keywords":"Computer science; Multimedia; Human–computer interaction","score_opus":0.025069875933407586,"score_gpt":0.32862599994888075,"score_spread":0.30355612401547316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413480174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6677481,0.0031894427,0.16828257,0.0016425189,0.0005496607,0.0011409428,0.003469422,0.025264759,0.12871267],"genre_scores_gemma":[0.68870145,0.0027547646,0.21077973,0.0003736223,0.00016710508,0.0005335791,0.0021378885,0.0020285703,0.09252328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999013,0.0000232202,0.0000046719415,0.000019558853,0.000028594692,0.000022687389],"domain_scores_gemma":[0.9998286,0.00006296608,0.00000797117,0.000024641698,0.000020892607,0.000054936492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704681,0.0006760039,0.00027026265,0.0005465374,0.0004985596,0.0013981508,0.00065221486,0.00088231376,0.013216994],"category_scores_gemma":[0.0004414391,0.00018852529,0.0006137514,0.00036724683,0.00020677627,0.00047302007,0.0012844849,0.000503319,0.0022590442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011947139,0.0021047357,0.0072022784,0.0029536367,0.00017906724,0.0052638375,0.013292949,0.011947697,0.22827344,0.005474709,0.053166676,0.66894627],"study_design_scores_gemma":[0.00094378035,0.0033293732,0.07578518,0.0013525413,0.0007742169,0.011862735,0.00852337,0.042285144,0.09016863,0.0044171284,0.760053,0.0005050067],"about_ca_topic_score_codex":0.0012859985,"about_ca_topic_score_gemma":0.0029629583,"teacher_disagreement_score":0.013216994,"about_ca_system_score_codex":0.0001891995,"about_ca_system_score_gemma":0.0003714784,"threshold_uncertainty_score":0.044215262},"labels":[],"label_agreement":null}]}