{"id":"W4405200965","doi":"10.1515/sem-2024-0186","title":"La sémiotique qui étonne toujours: le bilan de l’année 2023","year":2024,"lang":"fr","type":"article","venue":"Semiotica","topic":"Semiotics and Representation Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Humanities; Tonne; Philosophy; Art; Engineering; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000824498,0.0003538177,0.0004099214,0.0002003023,0.0006718816,0.001003123,0.0002610917,0.000281855,0.002370685],"category_scores_gemma":[0.0002090295,0.0003149759,0.0003034706,0.0001808373,0.001063263,0.0002498964,0.0001857259,0.0007052834,0.001209354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138244,"about_ca_system_score_gemma":0.0003813378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329336,"about_ca_topic_score_gemma":0.000970204,"domain_scores_codex":[0.9976671,0.0003125242,0.0004788594,0.000522839,0.0003001423,0.0007185581],"domain_scores_gemma":[0.9980652,0.001125335,0.00007153886,0.0003611322,0.0001511181,0.000225717],"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":[0.00001172848,0.0001677755,0.0004258561,0.0005902064,0.000445874,0.0003454056,0.02041491,0.0001048204,0.0001336048,0.7296675,0.243184,0.004508326],"study_design_scores_gemma":[0.0002335015,0.00008983662,0.0004298744,0.001008244,0.0002074067,0.000104762,0.03528415,0.00214328,0.000339569,0.01652965,0.9432136,0.0004161217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04603282,0.1445685,0.0005309948,0.1108172,0.009021672,0.0004117363,0.0003949319,0.0004251916,0.687797],"genre_scores_gemma":[0.6656764,0.008650907,0.0003033947,0.0006319147,0.004551165,0.00001704523,0.00003177961,0.0000959805,0.3200414],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7131378,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956269718302029,"score_gpt":0.2974946699193386,"score_spread":0.2679319727363183,"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."}}