{"id":"W4237617168","doi":"10.4000/laboreal.10940","title":"Metis","year":2009,"lang":"en","type":"article","venue":"Laboreal","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Metis; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002767208,0.000067983,0.0001140879,0.00003788669,0.0004366722,0.000002336695,0.00009127714,0.0001068947,0.0008493962],"category_scores_gemma":[0.00008454661,0.00005568264,0.00002216463,0.0001933495,0.00001456902,0.00006035447,0.0000112769,0.000277535,0.00089219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005204301,"about_ca_system_score_gemma":0.0001949145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092492,"about_ca_topic_score_gemma":0.00009130769,"domain_scores_codex":[0.998987,0.00013939,0.0002475218,0.0001182083,0.0001569227,0.0003510172],"domain_scores_gemma":[0.9993399,0.0002035457,0.00006684483,0.0001516741,0.00009726206,0.0001407788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000477322,0.000111986,0.1833449,0.00008030812,0.00001134648,0.00001364695,0.002402773,0.000006611494,0.00005725107,0.3575404,0.3625003,0.09345319],"study_design_scores_gemma":[0.0003386044,0.00005385247,0.6950733,0.00002674706,0.000003243225,4.132326e-7,0.000163102,0.00003289796,0.000007596036,0.008122422,0.2961183,0.00005945748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3279353,0.0004553507,0.0003458062,0.03122175,0.00171392,0.0006655487,0.0001317097,0.0003473847,0.6371832],"genre_scores_gemma":[0.9763736,0.00008419008,0.001649967,0.01418071,0.0007277853,0.00002116959,0.0000730014,0.000006697104,0.00688292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6484382,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773480856640048,"score_gpt":0.4828717194684196,"score_spread":0.4451369109020191,"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."}}