{"id":"W4406501533","doi":"10.1016/s0084-3970(09)79145-5","title":"10.1016/s0084-3970(09)79145-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Vulnerability (computing); Prospective cohort study; Software deployment; Cohort; Medicine; Psychology; Internal medicine; Computer security; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003892704,0.000140734,0.0001942088,0.00008228071,0.0006600135,0.000006314993,0.000190858,0.0001495293,0.9992588],"category_scores_gemma":[0.00005268292,0.0001272592,0.00004181017,0.0002523515,0.00002350499,0.0001273889,0.00003816802,0.0003970009,0.9994164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019288,"about_ca_system_score_gemma":0.0002991115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196266,"about_ca_topic_score_gemma":0.000002958921,"domain_scores_codex":[0.9983616,0.0001482085,0.000405287,0.000226421,0.0002456088,0.0006129113],"domain_scores_gemma":[0.9989196,0.0002224553,0.00006378561,0.000308794,0.000106334,0.0003790385],"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":[0.0002239514,0.00002436055,0.00002098703,0.00005706694,0.000003278821,9.488881e-7,0.00008348985,0.00002295108,0.000001649611,0.000003249811,0.3275974,0.6719607],"study_design_scores_gemma":[0.000400291,0.0001373706,0.002761065,0.00007973411,0.000005549747,0.000001259686,0.000003854123,0.0003535561,0.000003357628,0.00001615253,0.9960908,0.0001469534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002991678,0.00006815324,8.567123e-7,0.001307692,0.000009967535,0.0005646571,0.00006724608,0.0001589741,0.9948308],"genre_scores_gemma":[0.00009004615,0.000001471702,0.0001643486,0.0001924589,0.0007123374,0.0001231193,0.00006876822,0.00002667073,0.9986208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6718137,"threshold_uncertainty_score":0.518948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722343110179285,"score_gpt":0.3335785711869296,"score_spread":0.3063551400851368,"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."}}