{"id":"W4390343969","doi":"10.3917/soc.162.0005","title":"Présentation","year":2023,"lang":"fr","type":"article","venue":"Sociétés","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001380949,0.001659104,0.0009721497,0.001626698,0.003333971,0.008682923,0.001322146,0.004676952,0.717413],"category_scores_gemma":[0.003087983,0.0002726424,0.001245183,0.0008507736,0.0007146421,0.003078809,0.004824783,0.003706108,0.4555019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484652,"about_ca_system_score_gemma":0.001590493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115307,"about_ca_topic_score_gemma":0.002778125,"domain_scores_codex":[0.9992323,0.0001116665,0.00002427222,0.0001646412,0.000298391,0.0001687688],"domain_scores_gemma":[0.9982616,0.000158545,0.00006944308,0.00009927758,0.0006153891,0.0007956493],"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":[0.00008396716,0.00004747987,0.00006621256,0.00009288709,0.000004943276,0.00009695579,0.00005367874,0.00003648242,0.0004104003,0.002631171,0.9718224,0.02465336],"study_design_scores_gemma":[0.00002533972,0.00003026642,0.0002415576,0.00008924023,0.000005019062,0.00003579985,0.0001730886,0.00006827502,0.0001845366,0.001578812,0.9975626,0.000005371066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001743128,0.002927815,0.001659678,0.03710193,0.1561325,0.0006049619,0.001946155,0.0008992603,0.7969845],"genre_scores_gemma":[0.002611293,0.0004817168,0.0001346385,0.002117384,0.01040826,0.00009760804,0.0004142025,0.0001347586,0.9836001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.282587,"threshold_uncertainty_score":0.403076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118660764081287,"score_gpt":0.4155663115783971,"score_spread":0.2969055474971101,"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."}}