{"id":"W2909886250","doi":"10.7202/1054165ar","title":"Introduction","year":2008,"lang":"fr","type":"article","venue":"Les Cahiers de la Société québécoise de recherche en musique","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01709099,0.001122367,0.001096691,0.0004870594,0.0008712725,0.0001641031,0.001032893,0.01116529,0.002368766],"category_scores_gemma":[0.01504466,0.001419982,0.0008911391,0.001901513,0.004518348,0.0007388515,0.0001495099,0.01503858,0.00281578],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03688765,"about_ca_system_score_gemma":0.00638116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534212,"about_ca_topic_score_gemma":0.002577551,"domain_scores_codex":[0.9576098,0.03698092,0.00102823,0.001428595,0.0007045611,0.002247931],"domain_scores_gemma":[0.9867013,0.009940526,0.0005526848,0.001390372,0.0004075759,0.001007541],"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":[0.0007291212,0.001523901,0.001141349,0.0007743396,0.001278292,0.001792847,0.1351234,0.001707185,0.105785,0.2798091,0.249626,0.2207095],"study_design_scores_gemma":[0.001805062,0.0001765144,0.002773364,0.000192777,0.0005400563,0.005728517,0.006769458,0.0008611784,0.01460159,0.06159281,0.9033765,0.001582125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5836261,0.01442991,0.0214601,0.03172432,0.00260243,0.001360656,0.0001859424,0.001445969,0.3431646],"genre_scores_gemma":[0.312951,0.05711489,0.2492483,0.02679724,0.0314788,0.000837952,0.0003373297,0.00235552,0.318879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6537506,"threshold_uncertainty_score":0.9992517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06434135304372343,"score_gpt":0.352345383112064,"score_spread":0.2880040300683405,"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."}}