{"id":"W6925209225","doi":"10.17616/r31njn9h","title":"CANJEM","year":2022,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational exposure; Control (management); Work (physics); Occupational medicine; Risk assessment","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":[0.0007477977,0.0001674399,0.0002847038,0.0001619184,0.0002325797,0.00005936685,0.001074072,0.0001965099,0.2113762],"category_scores_gemma":[0.000518479,0.0001585909,0.0000889471,0.0007288638,0.001455317,0.00004685531,0.001962161,0.0008968732,0.000129845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330576,"about_ca_system_score_gemma":0.0001287604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02790131,"about_ca_topic_score_gemma":0.00079955,"domain_scores_codex":[0.9961076,0.000290793,0.0002186023,0.0004847005,0.002371892,0.0005264546],"domain_scores_gemma":[0.9982843,0.0001659814,0.0001426453,0.001218325,0.00002855577,0.0001601436],"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":[0.00002475644,0.0000463978,0.03458689,0.00013505,0.00003297581,0.0001457441,0.00006671956,6.188467e-7,0.0001355804,0.0002231183,0.9618355,0.00276663],"study_design_scores_gemma":[0.00007939464,0.0001319365,0.000309439,0.00002486372,0.000003962448,0.00002097962,0.0002847048,0.000002608431,0.0001937357,0.00008399582,0.9987231,0.0001412217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001234685,0.000195376,0.000002380286,0.0002002072,0.0002777328,0.0003083031,0.00003913187,0.00007462218,0.9987788],"genre_scores_gemma":[0.0006544236,0.0003351153,0.0003000988,0.00000502766,0.000433679,0.00007423818,0.00004681198,0.0002036905,0.9979469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2112464,"threshold_uncertainty_score":0.978572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011532397358954,"score_gpt":0.3299606921650322,"score_spread":0.2998453681914427,"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."}}