{"id":"W6906612472","doi":"10.17605/osf.io/rnuzk","title":"PPT study 8 (Canada sample)","year":2019,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Term (time); Identification (biology); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002226435,0.0002554127,0.0005718204,0.0001352188,0.0001202046,0.0002458227,0.001122928,0.0001182422,0.004107697],"category_scores_gemma":[0.0004357053,0.0001977031,0.0002117076,0.0006987241,0.0001477418,0.00006801096,0.0006666329,0.0002497133,0.0004859615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005074,"about_ca_system_score_gemma":0.003576001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5680976,"about_ca_topic_score_gemma":0.04095364,"domain_scores_codex":[0.9975694,0.00002457282,0.0001571041,0.0007805061,0.001069378,0.0003990631],"domain_scores_gemma":[0.9977365,0.00009372402,0.0001287432,0.001621277,0.00006760339,0.0003521856],"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":[0.00004871617,0.000585296,0.403861,0.0000384101,0.0005159244,0.00008035297,0.00006807062,9.125613e-7,8.258287e-7,0.0006699401,0.5866696,0.007460911],"study_design_scores_gemma":[0.001187133,0.0003239665,0.2048395,0.0007649491,0.0006636279,0.00000386514,0.0006881109,0.000002954692,0.000002394679,0.0001855108,0.7909445,0.0003935246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003620734,0.0005265233,0.00004995619,0.0002582825,0.002253518,0.004115551,0.0002935782,0.00005054518,0.9888313],"genre_scores_gemma":[0.1892532,0.00004584319,0.0031339,0.001565212,0.0004359587,0.0001187119,0.00005065246,0.0003039366,0.8050926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.527144,"threshold_uncertainty_score":0.9968027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02075993721013572,"score_gpt":0.3977626811064306,"score_spread":0.377002743896295,"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."}}