{"id":"W2067987084","doi":"10.4000/communication.2904","title":"Les questions de santé dans les magazines pour adolescents","year":2012,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002594183,0.0001332463,0.0001255236,0.00005360596,0.001433538,0.00004218685,0.0005553691,0.0002538966,0.000279054],"category_scores_gemma":[0.0009478797,0.0001569051,0.00007638342,0.0002548732,0.001344573,0.0004086761,0.00007150249,0.0003249431,0.0002023692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003984729,"about_ca_system_score_gemma":0.0002374649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073887,"about_ca_topic_score_gemma":0.001054733,"domain_scores_codex":[0.9966191,0.002440152,0.0002623737,0.0001294526,0.0001505024,0.0003984059],"domain_scores_gemma":[0.998076,0.0009205841,0.0001866069,0.0004622488,0.0002082216,0.0001463178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001558729,0.000473694,0.5533745,0.00004170593,0.00002394114,3.465227e-8,0.109726,0.00001299151,0.0002172349,0.2852118,0.005525012,0.04539152],"study_design_scores_gemma":[0.0001267078,0.00000943226,0.7577633,0.000301643,0.00006431469,0.000003599182,0.09315784,0.0001225973,0.00002244943,0.00676851,0.1414729,0.0001867353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561427,0.1057835,0.01059594,0.08218907,0.003293829,0.0004729011,0.00003843388,0.0002333701,0.1412503],"genre_scores_gemma":[0.9652315,0.01623701,0.01080939,0.0001910443,0.002458221,0.00004809776,0.00007231295,0.0000183443,0.004934032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3090889,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009466798375928,"score_gpt":0.499345876738551,"score_spread":0.1983991969009581,"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."}}