{"id":"W4320080248","doi":"10.17118/11143/19992","title":"Présentation","year":2022,"lang":"fr","type":"article","venue":"Circula","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002251701,0.001064133,0.000747203,0.001864993,0.00359407,0.01134629,0.002624124,0.004054067,0.7273049],"category_scores_gemma":[0.01070138,0.0004705337,0.0009953717,0.00165476,0.001048477,0.006028391,0.006462969,0.003952583,0.5491286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003621218,"about_ca_system_score_gemma":0.006116178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622464,"about_ca_topic_score_gemma":0.005679971,"domain_scores_codex":[0.9973328,0.0003930532,0.00017411,0.0004891061,0.001167557,0.0004434427],"domain_scores_gemma":[0.9949831,0.0004217811,0.0001847805,0.0005989566,0.002706105,0.001105197],"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":[0.00003986216,0.00001566211,0.0001402896,0.0001216124,0.000003485183,0.00008165396,0.0001240505,0.00002526824,0.0001482207,0.005133899,0.9517365,0.04242961],"study_design_scores_gemma":[0.000005529564,0.000005957648,0.0001139489,0.00008191333,0.000001844721,0.00005574073,0.0001346013,0.00002203814,0.00007102624,0.0008298901,0.998673,0.000004530235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001079031,0.002541208,0.003669035,0.03546511,0.04945054,0.0003929447,0.007905432,0.002943681,0.896553],"genre_scores_gemma":[0.005274778,0.00180026,0.001135423,0.00784924,0.004285002,0.0002272956,0.00445424,0.0008233981,0.9741503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2726951,"threshold_uncertainty_score":0.3889665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03541660114573683,"score_gpt":0.2802395146227925,"score_spread":0.2448229134770556,"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."}}