{"id":"W4237576856","doi":"10.4000/ticetsociete.1161","title":"Présentation","year":2012,"lang":"fr","type":"article","venue":"Tic & société","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001963582,0.00013107,0.0001691311,0.00003783434,0.0003649695,0.0001617809,0.00007360882,0.00006136882,0.03523984],"category_scores_gemma":[0.00006183834,0.0001228588,0.0001633908,0.00002910884,0.0002226053,0.0001844625,0.0000278247,0.0001034042,0.00294868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005634999,"about_ca_system_score_gemma":0.00003624749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130565,"about_ca_topic_score_gemma":0.00006940159,"domain_scores_codex":[0.9990752,0.00004439298,0.0002116274,0.0001081296,0.0001816881,0.0003790031],"domain_scores_gemma":[0.9994439,0.00007875622,0.00009401076,0.0001519787,0.00009963175,0.0001317411],"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":[0.000002801134,0.0002183867,0.0005444352,0.00005532246,0.0001473563,0.000002256222,0.01517001,0.000002620662,0.000004697953,0.9057474,0.06845278,0.009651945],"study_design_scores_gemma":[0.000189057,0.00002096097,0.0004053354,0.0000291861,0.0006507941,0.000001330001,0.01211134,0.0002063759,0.0000278062,0.007213049,0.9789627,0.0001820419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01703693,0.02659227,0.00009112257,0.003948828,0.01414461,0.0001016691,0.00005525476,0.00003817198,0.9379911],"genre_scores_gemma":[0.6698925,0.0003482696,0.00006190991,0.0004553905,0.03117359,0.00000593255,0.00003654059,0.00001742748,0.2980084],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9105099,"threshold_uncertainty_score":0.9978276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088570184926589,"score_gpt":0.3407498522064217,"score_spread":0.2898641503571558,"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."}}