{"id":"W4237099556","doi":"10.4000/communiquer.1351","title":"Présentation","year":2009,"lang":"fr","type":"article","venue":"Revue internationale de communication sociale et publique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005620033,0.0002056325,0.0002447468,0.0001910514,0.0007112919,0.0002798868,0.0009882653,0.0004222071,0.0004961542],"category_scores_gemma":[0.003357289,0.0002868675,0.0002033304,0.0006142035,0.0009103217,0.001409398,0.00006435177,0.0006469382,0.0001204541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922767,"about_ca_system_score_gemma":0.00159227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258287,"about_ca_topic_score_gemma":0.001047685,"domain_scores_codex":[0.995211,0.003081492,0.0006082797,0.0003200275,0.0003772193,0.0004019802],"domain_scores_gemma":[0.9949081,0.002743012,0.0005623187,0.0004451306,0.001177526,0.0001639071],"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":[0.000003189143,0.0003264964,0.002001321,0.00001739862,0.00005481425,5.21949e-7,0.03648657,0.00006331385,0.00003624451,0.8987681,0.01696688,0.04527514],"study_design_scores_gemma":[0.000332823,0.00004186254,0.03295708,0.0002266202,0.0000365263,0.00001439729,0.01860929,0.0003572221,0.00002038022,0.204727,0.7423759,0.0003009304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03717751,0.006029133,0.005423049,0.7362378,0.004217956,0.0004236632,0.00004291441,0.0001613324,0.2102866],"genre_scores_gemma":[0.8327363,0.03034147,0.02004382,0.01409712,0.008182354,0.0001397254,0.0007990436,0.00003561771,0.09362461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7955587,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2046019988543643,"score_gpt":0.4837112633387168,"score_spread":0.2791092644843525,"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."}}