{"id":"W4251030145","doi":"10.4000/communication.7096","title":"Benjamin FERRON, Nicolas HARVEY et Olivier TRÉDAN (dir.) (2015), Des amateurs dans les médias. Légitimités, autonomie, attachements","year":2017,"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":"Art; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003004501,0.001845171,0.0007598911,0.002224379,0.005410912,0.007719166,0.001075502,0.005961068,0.01387612],"category_scores_gemma":[0.007532643,0.0007388981,0.000437745,0.002403384,0.00555615,0.01206071,0.002521196,0.005824183,0.006804009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004017005,"about_ca_system_score_gemma":0.00254853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206023,"about_ca_topic_score_gemma":0.0402955,"domain_scores_codex":[0.997215,0.001532783,0.00009731997,0.0004335688,0.0005503308,0.0001709475],"domain_scores_gemma":[0.9974899,0.001629135,0.000249095,0.00009218808,0.0003495254,0.000190129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001050415,0.00002772775,0.001712295,0.0006636385,0.00004004571,0.0001623267,0.01248841,0.00008848086,0.0002925746,0.1261285,0.7723359,0.085955],"study_design_scores_gemma":[0.00001812828,0.00001235042,0.002452832,0.0009212312,0.00001599787,0.0002542094,0.006218157,0.0001229252,0.0004040501,0.04615682,0.9433795,0.00004384704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001988409,0.6268719,0.003211185,0.3261105,0.01521927,0.00001950199,0.0003909242,0.0000899537,0.02609828],"genre_scores_gemma":[0.1099003,0.6263488,0.004373031,0.06974461,0.02075662,0.00014557,0.0005045083,0.0004772718,0.1677494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02206023,"threshold_uncertainty_score":0.04642022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4679816159435529,"score_gpt":0.5254758126235651,"score_spread":0.05749419668001227,"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."}}