{"id":"W2736167060","doi":"10.1016/j.alter.2013.02.004","title":"Éditorial","year":2013,"lang":"fr","type":"article","venue":"Alter","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006848121,0.00006878359,0.00007821899,0.00001712006,0.0002945169,0.00004897414,0.0001323435,0.0001365473,0.006738806],"category_scores_gemma":[0.0002798324,0.00007121705,0.00005049355,0.0001100673,0.0008334139,0.0002981665,0.00001214779,0.000118279,0.005022671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004834843,"about_ca_system_score_gemma":0.0001400306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215205,"about_ca_topic_score_gemma":0.00003917909,"domain_scores_codex":[0.9989981,0.0003284363,0.0001301841,0.0001426926,0.0001413511,0.0002592416],"domain_scores_gemma":[0.9989606,0.0006815693,0.00004996047,0.00009071059,0.0001257968,0.00009136253],"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":[3.856568e-7,0.00006533946,0.003578327,0.000008136414,0.00002790477,1.419319e-7,0.03850254,0.000001203141,0.00003807791,0.4771697,0.4635672,0.01704106],"study_design_scores_gemma":[0.00009819708,0.00002140273,0.006217384,0.00001365678,0.00001204396,4.526675e-7,0.01983939,0.00001090424,0.00001049563,0.03568003,0.9379907,0.0001053727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2675437,0.002134991,0.0001334709,0.2446161,0.2174136,0.0003177633,0.000006570607,0.00005629881,0.2677775],"genre_scores_gemma":[0.7683116,0.0003630989,0.001469122,0.001608788,0.1493095,0.00004968919,0.00001089394,0.0000100225,0.07886728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5007679,"threshold_uncertainty_score":0.995752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2015136346868868,"score_gpt":0.4667134668979726,"score_spread":0.2651998322110857,"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."}}