{"id":"W4413775083","doi":"10.7202/1119332ar","title":"Présentation","year":2025,"lang":"fr","type":"article","venue":"Francophonies d Amérique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012373,0.0007147173,0.0004396761,0.001167555,0.002258854,0.006719908,0.001001428,0.002349069,0.6669117],"category_scores_gemma":[0.004572093,0.0002091021,0.0006421461,0.0005962728,0.0006357097,0.001698138,0.002723195,0.002563081,0.3877701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324653,"about_ca_system_score_gemma":0.003924907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00444903,"about_ca_topic_score_gemma":0.008045866,"domain_scores_codex":[0.9991103,0.0001193841,0.0000267473,0.0001715315,0.00038021,0.0001918124],"domain_scores_gemma":[0.9972429,0.0002302573,0.00009529088,0.000219494,0.001208457,0.001003559],"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":[0.00003349055,0.00001475887,0.0000714696,0.00003327565,0.000002118802,0.00004271505,0.00002555565,0.00002152478,0.0001498472,0.002933168,0.9789535,0.01771861],"study_design_scores_gemma":[0.000009761614,0.000007405071,0.0001692617,0.00003086435,0.000001487772,0.00002494233,0.00005898703,0.00002147737,0.0001037378,0.0007934718,0.9987758,0.000002827823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001336625,0.001947047,0.001489176,0.04645351,0.1334679,0.0004082852,0.00440837,0.001081169,0.809408],"genre_scores_gemma":[0.002907982,0.0003644629,0.0002095251,0.003354441,0.006273707,0.0000738217,0.0006933958,0.0001463521,0.9859763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3330883,"threshold_uncertainty_score":0.47511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117568346176063,"score_gpt":0.2715188111724859,"score_spread":0.2597619765548796,"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."}}