{"id":"W4255567184","doi":"10.29173/af29362","title":"Introduction","year":2018,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001222753,0.000533962,0.0002886959,0.001543233,0.002425106,0.003576215,0.0007464777,0.001742261,0.1181351],"category_scores_gemma":[0.003255871,0.0001751966,0.0004597884,0.001034371,0.001348734,0.001650954,0.0014704,0.001873135,0.01675875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003893165,"about_ca_system_score_gemma":0.002926462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03985776,"about_ca_topic_score_gemma":0.03006203,"domain_scores_codex":[0.9987185,0.0002614341,0.00005400748,0.0003324847,0.0004132736,0.0002202739],"domain_scores_gemma":[0.9983016,0.0004179924,0.000139445,0.0001683982,0.0007564733,0.0002159148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001063956,0.00005895147,0.002408384,0.0003225757,0.000009630817,0.0003153848,0.001471308,0.0001894936,0.0007917196,0.2208147,0.6214464,0.1520651],"study_design_scores_gemma":[0.000002379622,0.000006775675,0.001320084,0.00009798977,0.000001222043,0.00008702833,0.0001564406,0.00002499803,0.00007567023,0.00163969,0.9965819,0.000005893892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01377029,0.01756,0.003189397,0.0491457,0.03160199,0.00008065242,0.00351523,0.0004617496,0.880675],"genre_scores_gemma":[0.1369749,0.008760309,0.003095272,0.01619854,0.0198477,0.0001585878,0.002573539,0.0004023014,0.8119889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8818648,"threshold_uncertainty_score":0.3952014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837304080013833,"score_gpt":0.2768920062360147,"score_spread":0.2485189654358764,"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."}}