{"id":"W7070945656","doi":"","title":"Quand tombe la neige à Bamako","year":2021,"lang":"fr","type":"book-chapter","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Period (music); Middle Ages; Photography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002601377,0.0006497948,0.0004992262,0.0001492115,0.003251392,0.00009829373,0.0005096029,0.001207483,0.0003509274],"category_scores_gemma":[0.0001232635,0.0007847995,0.0005486605,0.00008060147,0.0007691348,0.00003059699,0.0008145557,0.0007707824,0.000149939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646767,"about_ca_system_score_gemma":0.001682936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968308,"about_ca_topic_score_gemma":0.001265855,"domain_scores_codex":[0.9975548,0.000161554,0.0005297919,0.0007025575,0.0005461893,0.0005051401],"domain_scores_gemma":[0.9979277,0.00009669006,0.0004748653,0.0007830273,0.0003050838,0.0004126646],"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":[0.0008019818,0.000313173,0.010527,0.0006831181,0.002052647,0.006488764,0.004552012,0.005066578,0.04479279,0.903869,0.0043803,0.01647261],"study_design_scores_gemma":[0.0009939836,0.000205888,0.002386698,0.0003013447,0.0003213405,0.003714888,0.001153135,0.001298619,0.006241409,0.0001873867,0.9823449,0.000850439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04387429,0.03404275,0.001897332,0.0007407562,0.001106625,0.0003234958,0.0001934023,0.00006274617,0.9177586],"genre_scores_gemma":[0.2763672,0.003922423,0.004327599,0.0004434074,0.0005311041,0.000008489571,0.001022099,0.00008233193,0.7132953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9779646,"threshold_uncertainty_score":0.9994603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007306229682642095,"score_gpt":0.176736318919746,"score_spread":0.1694300892371039,"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."}}