{"id":"W4288006874","doi":"10.7202/1089327ar","title":"Les procédés algorithmiques au prisme des approches sémiotiques","year":2022,"lang":"fr","type":"article","venue":"Cygne noir","topic":"Semiotics and Representation Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.002160972,0.001407283,0.0008833661,0.0009666857,0.001296046,0.00482495,0.00186523,0.001694919,0.01389497],"category_scores_gemma":[0.007513084,0.0009245838,0.001575885,0.0009641539,0.002349044,0.00326762,0.00245855,0.003505189,0.004187166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589731,"about_ca_system_score_gemma":0.002846998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549425,"about_ca_topic_score_gemma":0.003433369,"domain_scores_codex":[0.9966187,0.00114122,0.0002385179,0.0006626753,0.001181365,0.0001574161],"domain_scores_gemma":[0.9963214,0.001550006,0.000157645,0.001099957,0.0007431595,0.0001278727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004747814,0.0001228511,0.002006144,0.001290818,0.0001931565,0.0004724721,0.00186114,0.1454191,0.03232397,0.4781377,0.007107597,0.3305903],"study_design_scores_gemma":[0.0001070122,0.0003300816,0.001302145,0.000369637,0.0001230788,0.0008686624,0.000784526,0.5092607,0.03334004,0.2493608,0.2040452,0.0001081276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006562554,0.0006411098,0.9805586,0.0004933436,0.0001690442,0.00008491692,0.00007686309,0.001031623,0.01038189],"genre_scores_gemma":[0.18849,0.002202247,0.7786823,0.0003911196,0.0001583165,0.0004250153,0.0005002592,0.0006125242,0.02853829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01389497,"threshold_uncertainty_score":0.04648334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07620060858481414,"score_gpt":0.3051316731708059,"score_spread":0.2289310645859918,"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."}}