{"id":"W4411618329","doi":"10.51847/2b3i2fmrwv","title":"10.51847/2B3I2FmRwV","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008286455,0.001358092,0.0007401927,0.002624265,0.001354242,0.003066189,0.001081812,0.003732373,0.9660071],"category_scores_gemma":[0.001540962,0.0004511259,0.0006971754,0.001840032,0.000820328,0.002142829,0.002280816,0.001281398,0.9568725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014965,"about_ca_system_score_gemma":0.0005880643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004002137,"about_ca_topic_score_gemma":0.002615266,"domain_scores_codex":[0.9993433,0.00007630014,0.00004910809,0.0001845843,0.0001868387,0.0001598325],"domain_scores_gemma":[0.9989047,0.0002721853,0.00007106895,0.000154556,0.0003281056,0.0002694454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002782552,0.0002731653,0.002257437,0.000389498,0.00002237453,0.0004396884,0.0001695943,0.0004362574,0.004587025,0.005912543,0.2334098,0.7518243],"study_design_scores_gemma":[0.00005592089,0.0001099576,0.00276339,0.0003792495,0.00001868316,0.0006892236,0.0002120682,0.0007984211,0.001360416,0.001545524,0.9920402,0.00002699146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002423193,0.0004404662,0.00241433,0.0008242289,0.0004462299,0.0001232185,0.001027514,0.001269226,0.9910316],"genre_scores_gemma":[0.005787239,0.0002326172,0.001666872,0.0002989363,0.00007882246,0.00008011964,0.0009115856,0.0003009346,0.990643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03399295,"threshold_uncertainty_score":0.04848683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684877768069243,"score_gpt":0.3964699429222023,"score_spread":0.3496211652415099,"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."}}