{"id":"W4255668187","doi":"10.4000/books.pum.6290","title":"Présentation","year":2011,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","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":false,"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":[],"category_scores_codex":[0.00261892,0.0009651386,0.0007639942,0.001361414,0.003961962,0.008468903,0.002443942,0.003756873,0.4155056],"category_scores_gemma":[0.01060051,0.0003804693,0.0009612893,0.001095447,0.001630859,0.004453806,0.00523909,0.00370198,0.2097598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005880127,"about_ca_system_score_gemma":0.006827507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008684652,"about_ca_topic_score_gemma":0.00989306,"domain_scores_codex":[0.9973676,0.0004642997,0.0001324418,0.0005136835,0.001129065,0.0003929788],"domain_scores_gemma":[0.9956357,0.0004330733,0.0001385695,0.0004938707,0.002294,0.001004742],"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":[0.00005956431,0.00002748216,0.0002049777,0.0001523399,0.000006137499,0.0002074186,0.0004201778,0.00005597391,0.0002985069,0.01811211,0.9274312,0.05302412],"study_design_scores_gemma":[0.000005202941,0.000008388112,0.0001320674,0.0000906102,0.000001938406,0.0001304294,0.0002354497,0.00002157077,0.0001157441,0.002032086,0.9972211,0.000005325817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002836015,0.009966373,0.007796294,0.09377866,0.09931414,0.0005665331,0.004951851,0.001579999,0.7792102],"genre_scores_gemma":[0.01295684,0.004445021,0.002310341,0.01664417,0.009099031,0.0003038536,0.002737855,0.0006227441,0.9508802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4155056,"threshold_uncertainty_score":0.8337103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196795352380353,"score_gpt":0.1990050428760537,"score_spread":0.1770370893522502,"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."}}