{"id":"W2600072269","doi":"10.18162/ritpu.2014.250","title":"10.18162/ritpu.2014.250","year":2016,"lang":"fr","type":"dataset","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005825976,0.0003399466,0.0003490582,0.0001931199,0.0006068898,0.0000670935,0.001167766,0.001360267,0.2798015],"category_scores_gemma":[0.0002906658,0.0002748863,0.0001610663,0.0003493287,0.001267466,0.000206938,0.0001738268,0.0004121861,0.2081327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268208,"about_ca_system_score_gemma":0.0004936151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106111,"about_ca_topic_score_gemma":0.002409403,"domain_scores_codex":[0.9975958,0.000230934,0.000380013,0.0006385999,0.0004281127,0.0007265831],"domain_scores_gemma":[0.9983141,0.00024424,0.0002230791,0.0008619886,0.0001584712,0.0001980903],"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":[0.000003273848,0.0001648154,0.00007423344,0.00002650937,0.00005346813,0.000002988193,0.0002703382,3.30417e-8,0.000003410344,0.02184618,0.9521154,0.02543931],"study_design_scores_gemma":[0.0001407354,0.00008509259,0.0001105747,0.00004262799,0.0000879056,0.000005781091,0.001544661,3.881597e-7,0.00003176558,0.01385159,0.9837232,0.0003756493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001321774,0.001360189,0.00007796536,0.04283252,0.00702219,0.0004388427,0.6059396,0.0002586784,0.3419378],"genre_scores_gemma":[0.001196896,0.002484988,0.0002731893,0.0005969724,0.002282791,0.00007751598,0.3301775,0.00002451705,0.6628856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3209478,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615785770376297,"score_gpt":0.3209316178453714,"score_spread":0.2947737601416084,"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."}}