{"id":"W6962596283","doi":"10.17605/osf.io/unm4a","title":"Data (Public)","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0130835,0.000611073,0.0007234185,0.0003954059,0.0002262808,0.0004540335,0.008013126,0.0003765769,0.9057368],"category_scores_gemma":[0.00720317,0.000692356,0.0002308844,0.000797951,0.0002824652,0.001953514,0.0136633,0.000978575,0.9987586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882347,"about_ca_system_score_gemma":0.0004903128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002705149,"about_ca_topic_score_gemma":0.0001754484,"domain_scores_codex":[0.9895642,0.001142682,0.0009944927,0.005852371,0.001207924,0.001238279],"domain_scores_gemma":[0.9702628,0.0007161896,0.000500349,0.02758412,0.0003280794,0.0006084142],"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":[0.0003469188,0.001419209,0.3118721,0.00020681,0.0006965032,0.00006724134,0.001040049,0.0006456398,0.05673872,0.01378432,0.5910659,0.02211658],"study_design_scores_gemma":[0.001392566,9.334009e-7,0.0365622,0.00006595692,0.00008149379,0.00008856661,0.0001773452,0.004245945,0.00435013,0.002637903,0.9495472,0.0008498041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.205917,0.000001551231,0.0005146763,0.0005351863,0.0006233605,0.001445154,0.0004101401,0.000748147,0.7898048],"genre_scores_gemma":[0.5442587,0.00002674503,0.002289503,0.0002874268,0.0001543011,0.000123415,0.0004994342,0.0002345571,0.4521259],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3584812,"threshold_uncertainty_score":0.9995528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362054624866583,"score_gpt":0.2895516513165804,"score_spread":0.2459311050679146,"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."}}