{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003603226,0.0009394193,0.0007812745,0.001596945,0.002935055,0.007092851,0.002365766,0.003973763,0.3225533],"category_scores_gemma":[0.02055652,0.0003500842,0.00113352,0.001140952,0.001357211,0.004055901,0.004619534,0.004476581,0.1461977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003337717,"about_ca_system_score_gemma":0.006020477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490207,"about_ca_topic_score_gemma":0.002625762,"domain_scores_codex":[0.9962742,0.0007837259,0.0002785255,0.0007454436,0.001406796,0.0005113082],"domain_scores_gemma":[0.9922951,0.001174915,0.0003401511,0.0008285437,0.003844074,0.001517097],"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":[0.0001849823,0.00006409825,0.0007545212,0.0004332055,0.00002243794,0.0006936144,0.0005810144,0.00009995085,0.000503812,0.02218998,0.8729084,0.1015639],"study_design_scores_gemma":[0.00001313481,0.00002598909,0.0002667262,0.0002723796,0.000007434632,0.0005752086,0.0003517266,0.00004159375,0.0002889771,0.00415888,0.9939882,0.000009923092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006397802,0.01856993,0.01297195,0.1601788,0.2051881,0.0008691469,0.007423492,0.001780498,0.5866203],"genre_scores_gemma":[0.04568004,0.01542107,0.006185253,0.06019376,0.03546542,0.000958172,0.007156284,0.001205622,0.8277344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6774467,"threshold_uncertainty_score":0.9662954,"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."}}