{"id":"W4236379870","doi":"10.4000/belphegor.3343","title":"Présentation","year":2020,"lang":"fr","type":"article","venue":"Belphégor","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":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002190511,0.000779039,0.0005583322,0.001496381,0.003974187,0.009173825,0.001897254,0.004009111,0.4405763],"category_scores_gemma":[0.009699304,0.0002885091,0.0007675977,0.001092928,0.001330181,0.004691875,0.005084239,0.003583664,0.2252034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003663458,"about_ca_system_score_gemma":0.004619365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729383,"about_ca_topic_score_gemma":0.004611874,"domain_scores_codex":[0.9977946,0.000386781,0.0001173563,0.0004390476,0.0009302485,0.000331922],"domain_scores_gemma":[0.9962429,0.0004980026,0.0001528768,0.0004345993,0.001881975,0.000789646],"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":[0.00006457882,0.00002823838,0.0002425975,0.000147189,0.000006052117,0.0002187406,0.0004890052,0.00005212658,0.0003776322,0.01931865,0.9304222,0.04863287],"study_design_scores_gemma":[0.000003645477,0.000006322121,0.0001050388,0.00006358986,0.00000164373,0.0000921242,0.0002351108,0.00002061704,0.0001144434,0.001507647,0.997846,0.000003660296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002606401,0.005619067,0.00507836,0.07683585,0.0975932,0.0003557692,0.00389937,0.001370281,0.8066418],"genre_scores_gemma":[0.01528495,0.003262929,0.001596662,0.01482764,0.00974552,0.0002257926,0.002425831,0.0005785778,0.952052],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4405763,"threshold_uncertainty_score":0.79795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05877279137638829,"score_gpt":0.2963736831288558,"score_spread":0.2376008917524675,"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."}}