{"id":"W4298006735","doi":"10.4000/communication.15834","title":"Ontologie des sujets d’actualité","year":2022,"lang":"fr","type":"article","venue":"Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.004233804,0.0006410772,0.0004336705,0.005001971,0.00420437,0.009954222,0.0009600488,0.001501383,0.01234976],"category_scores_gemma":[0.01152196,0.0007685815,0.0007286001,0.002760116,0.009380393,0.01578007,0.003967371,0.00397804,0.001624235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003987454,"about_ca_system_score_gemma":0.002561783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008987417,"about_ca_topic_score_gemma":0.006623919,"domain_scores_codex":[0.9959649,0.001425594,0.0003509328,0.0007819284,0.001180069,0.000296623],"domain_scores_gemma":[0.9901319,0.004875667,0.0008798161,0.001445273,0.002398554,0.0002688417],"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":[0.00004203689,0.00002275245,0.003228748,0.0001775767,0.0000140915,0.0004616208,0.05273993,0.0001365845,0.001383799,0.919425,0.002142554,0.02022532],"study_design_scores_gemma":[0.00003465673,0.00008586128,0.01639551,0.0007122152,0.0000842404,0.002292875,0.08850044,0.002220973,0.004846711,0.3374715,0.5472462,0.000108769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2820165,0.00501519,0.1648891,0.01006977,0.001344036,0.0002941613,0.001852408,0.0009542847,0.5335645],"genre_scores_gemma":[0.9166185,0.002652107,0.0257528,0.0003101223,0.0003036356,0.0001736058,0.001720236,0.0007211295,0.05174786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01234976,"threshold_uncertainty_score":0.04131407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147292757578672,"score_gpt":0.3306706964417975,"score_spread":0.1833779388631255,"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."}}