{"id":"W4256538864","doi":"10.7202/1033544ar","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01084831,0.0003070128,0.000459438,0.0008167658,0.003542657,0.0004088672,0.002179348,0.0007048942,0.0003684201],"category_scores_gemma":[0.01924461,0.0003016349,0.000331823,0.001142887,0.001517323,0.001350768,0.00007499053,0.0008703364,0.0001052271],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00544995,"about_ca_system_score_gemma":0.01025982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206501,"about_ca_topic_score_gemma":0.001257747,"domain_scores_codex":[0.9942901,0.0009183841,0.001025303,0.0004871237,0.002507449,0.0007717161],"domain_scores_gemma":[0.9911919,0.001674058,0.001916363,0.0002822777,0.004347153,0.0005882139],"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":[0.00002372734,0.000213773,0.00003535483,0.00004686741,0.0000188031,0.000001345365,0.003246532,0.0001224448,0.00003524925,0.02582096,0.9669942,0.003440792],"study_design_scores_gemma":[0.0001723918,0.0002189984,0.00003914682,0.0003582132,0.00006710933,0.00003061848,0.00310372,0.00002850001,0.00004584085,0.03756563,0.9580509,0.0003189108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009295413,0.0001520677,0.0001437702,0.001527201,0.9011462,0.0001695178,0.00006227556,0.00003244034,0.09583695],"genre_scores_gemma":[0.008508141,0.0007673571,0.00436744,0.000597113,0.9782888,0.00002603968,0.0000233612,0.00003083931,0.007390939],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08844601,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008740605154535,"score_gpt":0.4702453615303262,"score_spread":0.2693713010148727,"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."}}