{"id":"W7028746211","doi":"","title":"Gormley - Troy Cooper - Thursday, January 20, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Girl; Joins; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002702062,0.0003941077,0.0006363846,0.0001647749,0.0001024157,0.00002373559,0.0002322099,0.0003900726,0.8794289],"category_scores_gemma":[0.0001620126,0.0003543154,0.000377025,0.00002049735,0.0001793241,2.394897e-7,0.0001268794,0.0005163638,0.008690271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101804,"about_ca_system_score_gemma":0.0000827101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497541,"about_ca_topic_score_gemma":0.0004755326,"domain_scores_codex":[0.9978309,0.0001102652,0.0007138117,0.000289873,0.0007236275,0.0003315117],"domain_scores_gemma":[0.9985744,0.00009657658,0.000485754,0.0005388593,0.0001370256,0.0001673263],"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":[0.0001860795,0.0001787025,0.00001850664,0.001467895,0.0001469077,0.00002064841,0.0001607924,0.00004900906,0.000001244134,0.00004245974,0.9946969,0.003030826],"study_design_scores_gemma":[0.001302809,0.0006585451,0.00009916842,0.0002078023,0.0001656543,0.00007158644,0.0004072926,0.0000178524,0.000001049927,0.00001330323,0.9966978,0.0003571453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001329793,0.001704909,2.338002e-7,0.0007973355,0.00046045,0.001165574,0.0002726348,0.0001944702,0.9952714],"genre_scores_gemma":[0.0002261763,0.0006636778,0.0004477647,0.0007985202,0.0002054853,0.00007262667,0.001682498,0.0001802017,0.9957231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8707386,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004337348930572949,"score_gpt":0.1972941751689183,"score_spread":0.1929568262383454,"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."}}