{"id":"W4380574999","doi":"10.3917/cite.094.0011","title":"Présentation","year":2023,"lang":"fr","type":"article","venue":"Cités","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.0001069211,0.00008339421,0.0001026216,0.0001064511,0.0002957541,0.0002139015,0.00006637684,0.00004079147,0.007779392],"category_scores_gemma":[0.0000561606,0.00008272959,0.000101702,0.0000921504,0.0001787299,0.00006195863,0.00002735402,0.00006521388,0.006691188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001583364,"about_ca_system_score_gemma":0.0000278483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101365,"about_ca_topic_score_gemma":0.0002465482,"domain_scores_codex":[0.9993654,0.0000206084,0.0001451645,0.0001330139,0.0001306294,0.0002051911],"domain_scores_gemma":[0.9996446,0.00003899622,0.00004118784,0.0001280605,0.00009101952,0.00005616858],"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":[0.000001261371,0.00002334474,0.0001760595,0.00003343571,0.0000508835,0.00002841279,0.002762577,0.00004662825,0.000004815027,0.7443833,0.248927,0.003562314],"study_design_scores_gemma":[0.0001016334,0.00001816416,0.0004513669,0.00003216321,0.0001440849,5.298151e-7,0.003749226,0.002633765,0.00002797851,0.02699645,0.9657301,0.0001145981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0232752,0.003654104,0.00004053167,0.01711717,0.01459218,0.0000853399,0.000153149,0.0001397349,0.9409426],"genre_scores_gemma":[0.3030861,0.0007384307,0.00001631154,0.0002637103,0.01727517,0.000006647736,0.0001432703,0.00001821542,0.6784521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7173868,"threshold_uncertainty_score":0.9940822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015766975824296,"score_gpt":0.3297438404664386,"score_spread":0.2595861707081957,"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."}}