{"id":"W4395059401","doi":"10.1515/9782760646094-003","title":"Métamorphoses","year":2022,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003164728,0.0005582192,0.0006649602,0.0001265335,0.00313634,0.00009772911,0.001055636,0.0007756221,0.03150517],"category_scores_gemma":[0.00008234216,0.0006733874,0.0005709576,0.00005037965,0.001764945,0.0001466835,0.001106899,0.0009224672,0.0003999053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002985304,"about_ca_system_score_gemma":0.0003164645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2135834,"about_ca_topic_score_gemma":0.05334698,"domain_scores_codex":[0.9966659,0.000414102,0.0003520304,0.0006115689,0.000748544,0.001207834],"domain_scores_gemma":[0.9979411,0.0005874218,0.0002710499,0.0003844518,0.0001067686,0.0007091428],"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":[0.0001166709,0.00004970872,0.0005116712,0.00008454097,0.0002737417,0.001218762,0.0139438,0.00003974651,0.0001482586,0.9035206,0.006252598,0.07383993],"study_design_scores_gemma":[0.0003429565,0.0001234669,0.0006686945,0.00009679661,0.0004212195,0.00002767446,0.003461379,0.00003134431,0.0001751668,0.0537195,0.9402683,0.000663497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01063612,0.01554128,0.00005669528,0.002846651,0.0004180356,0.000356026,0.0004145966,0.0002280022,0.9695026],"genre_scores_gemma":[0.2865875,0.005471578,0.0003728541,0.0007511377,0.0007755009,0.00001681815,0.00005696185,0.00009849445,0.7058692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9340157,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911683359457947,"score_gpt":0.2224572050675057,"score_spread":0.2033403714729263,"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."}}