{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001374055,0.0000824692,0.0001070978,0.00006888141,0.001080596,0.0001571886,0.0001033,0.00001506883,0.0543388],"category_scores_gemma":[0.00002036805,0.00009698541,0.0001347749,0.00004721012,0.0001210457,0.00004603987,0.00006824305,0.000130963,0.0002953392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008347273,"about_ca_system_score_gemma":0.00005998936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555405,"about_ca_topic_score_gemma":0.00008230303,"domain_scores_codex":[0.9992166,0.00006825019,0.0001570676,0.0001583505,0.0002254406,0.0001743064],"domain_scores_gemma":[0.9996386,0.00002441045,0.00006994273,0.0001550676,0.00006262694,0.00004941073],"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":[0.000002384511,0.0001380891,0.0002245024,0.00002487529,0.00008286141,0.0000442891,0.005262014,0.0006916138,0.00000906082,0.9090565,0.08255428,0.001909473],"study_design_scores_gemma":[0.0001376812,0.00003242649,0.0001146426,0.000005640784,0.0002201639,0.000006121841,0.00935207,0.001641406,0.00000552296,0.01335551,0.9749951,0.0001336736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01321108,0.01988088,0.0000991648,0.008465413,0.01661214,0.0001251543,0.0003665372,0.00003860428,0.941201],"genre_scores_gemma":[0.8038639,0.00009201915,0.00001160394,0.0006281255,0.008209959,0.00002383244,0.0001332249,0.00001675144,0.1870205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8957011,"threshold_uncertainty_score":0.9465257,"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."}}