{"id":"W7105594190","doi":"10.7202/1121495ar","title":"Liminaire","year":2025,"lang":"fr","type":"article","venue":"Tangence","topic":"Caribbean and African Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Brandon University","funders":"","keywords":"French; Field (mathematics); Ethnic group; Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.00004825659,0.000140481,0.0001370043,0.00004102488,0.0003670051,0.0002694138,0.0001503716,0.00008672031,0.003216744],"category_scores_gemma":[0.00001096957,0.0001230765,0.0001089851,0.0001055668,0.0003301098,0.0001394735,0.00003911183,0.0001902982,0.0003744457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003121547,"about_ca_system_score_gemma":0.00005285122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362952,"about_ca_topic_score_gemma":0.0001985632,"domain_scores_codex":[0.999334,0.00002453443,0.0001338759,0.0001899719,0.00008324377,0.0002344155],"domain_scores_gemma":[0.999631,0.00002261435,0.00003155693,0.0001842195,0.00008102493,0.00004959618],"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":[0.000005805135,0.000037512,0.00001743401,0.00007849515,0.00002236746,0.00001650308,0.004679944,2.724042e-7,0.00001740353,0.6366574,0.3338738,0.02459309],"study_design_scores_gemma":[0.00008617983,0.00003538222,0.0001287033,0.0003515269,0.00007201746,0.000003463909,0.007603595,0.00001304613,0.00008714342,0.004231887,0.9872472,0.0001398877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001076178,0.1279044,0.00003227818,0.01284668,0.003644182,0.00008402355,0.0002588738,0.00004495088,0.8541085],"genre_scores_gemma":[0.1961261,0.000634053,0.00002795447,0.002455952,0.001100627,0.000006945453,0.0000113699,0.00000591399,0.7996311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6533734,"threshold_uncertainty_score":0.9976944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045959562013602,"score_gpt":0.2224617343375769,"score_spread":0.2120021387174409,"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."}}