{"id":"W2739356326","doi":"10.7202/1040299ar","title":"Formations pédagogiques musicales en Suisse. Des outils didactiques émergents","year":2017,"lang":"fr","type":"article","venue":"Revue musicale OICRM","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002385034,0.0002847593,0.0003998076,0.0000861202,0.003536934,0.0003631396,0.0009037164,0.0004569917,0.0008731814],"category_scores_gemma":[0.005087414,0.000313299,0.0002756686,0.0001743357,0.003960453,0.001265902,0.0001411122,0.0004389081,0.0003402246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028634,"about_ca_system_score_gemma":0.0003203859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488421,"about_ca_topic_score_gemma":0.00146639,"domain_scores_codex":[0.9971498,0.0008969048,0.0005158599,0.0004504129,0.0002821003,0.0007048839],"domain_scores_gemma":[0.9965707,0.001617982,0.0004372151,0.0006608847,0.000372762,0.0003404575],"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":[0.000006097633,0.0007006861,0.03263492,0.0004424001,0.00017385,0.000005976127,0.32253,0.000006089963,0.0001665254,0.4888485,0.02018354,0.1343014],"study_design_scores_gemma":[0.0002436423,0.00009078184,0.1073134,0.0006420164,0.0001396569,0.000009057623,0.04887532,0.00009352799,0.0001140478,0.0599854,0.781939,0.0005542026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6499524,0.005734343,0.001512584,0.1157781,0.03875658,0.0006777703,0.0001353233,0.0002508471,0.1872021],"genre_scores_gemma":[0.9058009,0.009379377,0.005501952,0.0004373663,0.03036998,0.0001000026,0.00005612432,0.00003912045,0.04831519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617555,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3505026115175978,"score_gpt":0.4931871843422364,"score_spread":0.1426845728246386,"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."}}