{"id":"W4313210721","doi":"10.25200/slj.v11.n2.2022.495","title":"Journalistes et construction médiatique des problèmes publics","year":2022,"lang":"fr","type":"article","venue":"Sur le journalisme About journalism Sobre jornalismo","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Publics; Political science; Humanities; Philosophy","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.03010387,0.001100175,0.001436184,0.001176139,0.01176507,0.002029837,0.002142042,0.0007356439,0.006040726],"category_scores_gemma":[0.003038141,0.001252407,0.001348573,0.003144299,0.005418137,0.004846076,0.0004648197,0.006255561,0.00005672329],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455002,"about_ca_system_score_gemma":0.008570868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006800435,"about_ca_topic_score_gemma":0.0007970577,"domain_scores_codex":[0.9735834,0.01663351,0.003087538,0.001073973,0.003199282,0.002422284],"domain_scores_gemma":[0.9881459,0.002976809,0.004039416,0.0007057495,0.002625343,0.00150676],"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":[0.00006323803,0.001140923,0.009184866,0.0001868844,0.0009892418,0.000151707,0.1243156,0.003424843,0.0001856424,0.7946946,0.04622802,0.01943439],"study_design_scores_gemma":[0.002190008,0.0002604811,0.006232183,0.000554801,0.0003748198,0.005037837,0.1349306,0.0002303744,0.00003838481,0.1966543,0.6522427,0.001253526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2942685,0.06494629,0.003971308,0.5670609,0.03638134,0.001077771,0.0006706055,0.0003340972,0.03128916],"genre_scores_gemma":[0.766104,0.111981,0.02982963,0.02206648,0.03047738,0.0003904385,0.0003348239,0.0005497166,0.03826655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6060146,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552813258255475,"score_gpt":0.3957350866436604,"score_spread":0.2404537608181129,"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."}}