{"id":"W4230128114","doi":"10.1080/0145935x.2020.1834945","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"Child & Youth Services","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; Toronto Metropolitan University","funders":"","keywords":"Psychology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0004626175,0.001306199,0.001406228,0.0002647226,0.0003962749,0.0006325972,0.002882491,0.002881655,0.0002717277],"category_scores_gemma":[0.0002908619,0.001275891,0.0005133133,0.0007352094,0.0001105189,0.0004735335,0.0008419482,0.003894925,0.02832754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329017,"about_ca_system_score_gemma":0.0005177018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155032,"about_ca_topic_score_gemma":0.000413088,"domain_scores_codex":[0.9921911,0.0002009989,0.0008891589,0.00178257,0.003923755,0.001012393],"domain_scores_gemma":[0.995894,0.0003530578,0.0009854642,0.001378019,0.0007752202,0.0006142031],"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":[0.000340665,0.00007444997,0.00002512299,0.0008302651,0.0002698149,0.00001187352,0.006001678,0.000003741068,0.000008949711,0.000007182157,0.9924061,0.00002021266],"study_design_scores_gemma":[0.001610365,0.0001263413,0.00001484515,0.0008138483,0.0007240979,5.151322e-7,0.0009661075,0.000007440877,0.00002511073,0.00005797329,0.9944125,0.001240818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006236439,0.0009758068,3.392049e-7,0.0001289968,0.9656276,0.0005481171,0.01655963,0.001517401,0.01457973],"genre_scores_gemma":[0.0005093311,0.00007162111,0.00003303606,0.0002180001,0.9739728,0.00003728145,0.02421315,0.0007863183,0.0001584911],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02805582,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005896680944820778,"score_gpt":0.2283622984182058,"score_spread":0.222465617473385,"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."}}