{"id":"W4238925588","doi":"10.26522/brocked.v27i2.656","title":"Guest Editorial","year":2018,"lang":"en","type":"editorial","venue":"Brock Education Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006265933,0.000273373,0.0005563936,0.0004173874,0.0004854843,0.0006393685,0.0006127252,0.0005708868,0.01013309],"category_scores_gemma":[0.002108799,0.0003144832,0.0002455858,0.0001485177,0.0001066309,0.0003728139,0.0001161652,0.0007808983,0.05182247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004521962,"about_ca_system_score_gemma":0.001125707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005510941,"about_ca_topic_score_gemma":0.000006140049,"domain_scores_codex":[0.9979188,0.00001815573,0.0009658745,0.0005587627,0.0001516989,0.0003867042],"domain_scores_gemma":[0.9974485,0.0001054075,0.001274241,0.0003717367,0.0005100906,0.0002900085],"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":[0.0000118376,0.00009159152,0.0000533065,0.00001665042,0.00008980469,3.617228e-7,0.0002317581,5.309112e-7,2.07407e-7,0.0002981703,0.9991304,0.0000753527],"study_design_scores_gemma":[0.0003179444,0.00004650088,0.00001479253,0.00004977085,0.00001857581,0.000005894874,0.0003193391,8.621817e-7,9.368938e-7,0.003621345,0.9952663,0.0003376973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000012933,0.001530386,0.00001838173,0.00008082433,0.8637613,0.000085956,0.0005101823,0.00002218948,0.1339779],"genre_scores_gemma":[0.000004560133,0.0005537173,0.00009985884,0.00004148375,0.65958,0.00001098492,0.00008269709,0.0000276212,0.3395991],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2056212,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183488613481912,"score_gpt":0.2404808839989629,"score_spread":0.2221320226507717,"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."}}