{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004033583,0.0003299277,0.0003927767,0.0001472765,0.003946067,0.0002804607,0.0003094485,0.00007913995,0.003428518],"category_scores_gemma":[0.00007859992,0.0003114667,0.0002090312,0.00012018,0.001530092,0.0002291334,0.0004981945,0.0004239109,0.00006313957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684987,"about_ca_system_score_gemma":0.0001503036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976642,"about_ca_topic_score_gemma":0.000890288,"domain_scores_codex":[0.997895,0.0002371283,0.0004526485,0.0004560445,0.0004031132,0.0005560427],"domain_scores_gemma":[0.9989212,0.0002135111,0.0002011931,0.0002722029,0.0002788298,0.0001130265],"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":[0.00005642941,0.0009093211,0.004840143,0.0007945996,0.0005439121,0.00006881444,0.3002407,0.000235852,0.0001025081,0.52329,0.06405075,0.104867],"study_design_scores_gemma":[0.0003204619,0.0003375601,0.002706006,0.00008390835,0.0001185004,0.00002860283,0.08461463,0.0004747746,0.0005968345,0.01673871,0.8935363,0.0004437559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3037829,0.1152253,0.001309594,0.02052664,0.006486231,0.001377382,0.0006292683,0.0006001591,0.5500625],"genre_scores_gemma":[0.7208948,0.002469839,0.001846922,0.0004887485,0.003807818,0.0003093494,0.00008360031,0.00009641649,0.2700025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8294855,"threshold_uncertainty_score":0.9999337,"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."}}