{"id":"W4298006694","doi":"10.4000/communication.16138","title":"Benoît LAFON (dir.) (2019), Médias et médiatisation. Analyser les médias imprimés, audiovisuels et numériques","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003123692,0.0003181154,0.0004873324,0.0001558279,0.003471433,0.0002553669,0.00128612,0.0002237665,0.005035616],"category_scores_gemma":[0.0004338819,0.0003872435,0.0002894405,0.001059804,0.0009187664,0.0007572319,0.001048094,0.0009205447,0.0001562708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348483,"about_ca_system_score_gemma":0.0004621696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06212904,"about_ca_topic_score_gemma":0.01638251,"domain_scores_codex":[0.9927487,0.004849285,0.0006254656,0.000429021,0.0008256795,0.0005218413],"domain_scores_gemma":[0.9970952,0.0008483465,0.0005639255,0.001036221,0.0002999558,0.0001563816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001604147,0.0005243699,0.0052207,0.00003260409,0.000264441,0.000002509675,0.05780847,0.0004215915,0.00006401951,0.3410905,0.5399284,0.05462637],"study_design_scores_gemma":[0.0003894854,0.0001189002,0.02681024,0.00004738957,0.0001071249,0.000001645887,0.0213905,0.0002988927,0.00002597631,0.02076137,0.9295875,0.000461014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02995589,0.751797,0.0005979359,0.0682282,0.001819611,0.0008001018,0.0002818955,0.0002885292,0.1462308],"genre_scores_gemma":[0.7965177,0.1344875,0.001445768,0.002662022,0.0003289463,0.0002538149,0.0004937929,0.00005682517,0.06375369],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7665618,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168555398543143,"score_gpt":0.3600304820368799,"score_spread":0.2431749421825656,"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."}}