{"id":"W3080507057","doi":"10.34064/khnum1-56.15","title":"Historical retrospective in the composer creativity by M.-A. Hamelin","year":2020,"lang":"en","type":"article","venue":"Problems of Interaction Between Arts Pedagogy and the Theory and Practice of Education","topic":"Central Asia Education and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; Geography; Art; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002935345,0.00006778249,0.0001583541,0.00002475425,0.0002171107,0.00003425659,0.0001013481,0.00005389163,0.000105971],"category_scores_gemma":[0.002125699,0.00004282684,0.00003183482,0.0001463009,0.0002857889,0.0004723706,0.00001119494,0.0002522761,0.000001910653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004573297,"about_ca_system_score_gemma":0.0001112614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343424,"about_ca_topic_score_gemma":0.0001200187,"domain_scores_codex":[0.9976911,0.00171718,0.0002399419,0.0001274383,0.0001435114,0.00008081789],"domain_scores_gemma":[0.996525,0.002883673,0.0003325695,0.0000731808,0.0001382829,0.00004731158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001106264,0.0004446544,0.01412157,0.00005249805,0.00005089469,7.622139e-8,0.4356011,0.000001863732,0.0003440474,0.5220311,0.005268357,0.02097758],"study_design_scores_gemma":[0.0006803503,0.0001621649,0.01417628,0.00007332702,0.0001589583,0.000006506218,0.291326,0.00000423586,0.000268929,0.06470744,0.6283028,0.0001330609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5145253,0.004290755,0.0005878895,0.3937427,0.0005459955,0.0009324087,0.000007917868,0.00001828255,0.08534875],"genre_scores_gemma":[0.9976436,0.0009801792,0.00004069713,0.0007177097,0.0001754229,0.00001755989,0.000005845705,0.00000285748,0.0004161511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6230344,"threshold_uncertainty_score":0.2544814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321873705527385,"score_gpt":0.3833633576693836,"score_spread":0.3401446206141098,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}