{"id":"W4245707198","doi":"10.14322/publons.r2390220","title":"10.14322/publons.r2390220","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Factory (object-oriented programming); Business; Engineering; Computer science","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":[0.00156819,0.002875113,0.001582084,0.004468944,0.0008641721,0.003960005,0.003536143,0.00284188,0.3758014],"category_scores_gemma":[0.0080478,0.001433622,0.001336932,0.008231822,0.0005989941,0.002062994,0.002917206,0.001407778,0.5877729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709895,"about_ca_system_score_gemma":0.002135093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02054116,"about_ca_topic_score_gemma":0.03153513,"domain_scores_codex":[0.9986939,0.0002334193,0.0001624906,0.0004271234,0.0002594699,0.0002236826],"domain_scores_gemma":[0.996578,0.0008415907,0.0003875541,0.001004237,0.0007014192,0.0004872035],"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":[0.00004984773,0.00001510158,0.0004676382,0.0004238623,0.0000214439,0.00000976399,0.00001479243,0.0001560556,0.0000556928,0.0002692095,0.9964648,0.002051641],"study_design_scores_gemma":[0.0003329499,0.0000299914,0.002271184,0.0002557475,0.00002954856,0.00003574217,0.0000564179,0.00039313,0.0002915379,0.0008903704,0.995382,0.00003147159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005284253,0.00004724363,0.00005832992,0.00005814147,0.00002364497,0.000007145445,0.9982144,0.0006577356,0.0008805468],"genre_scores_gemma":[0.000283762,0.00005269101,0.0001537922,0.00006464068,0.00001077494,0.00004865664,0.9974608,0.0002135442,0.00171134],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6241987,"threshold_uncertainty_score":0.8903436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0524134466063455,"score_gpt":0.4203428486033731,"score_spread":0.3679294019970276,"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."}}