{"id":"W2237383951","doi":"","title":"Development and validation of a physical fitness test and maintenance standards for Canadian Forces diving personnel","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Engineering; Physical fitness; Aeronautics; Reliability engineering; Forensic engineering; Medicine; Physical therapy; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004146469,0.000159912,0.0002798496,0.0001406323,0.0009218269,0.000008715829,0.00005109964,0.0001922384,0.00002853541],"category_scores_gemma":[0.0002030917,0.0001358432,0.0000228941,0.00007561333,0.00002322747,0.00009841626,0.000008845421,0.0001910096,0.00000145543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465789,"about_ca_system_score_gemma":0.002988755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0297861,"about_ca_topic_score_gemma":0.4347088,"domain_scores_codex":[0.9987753,0.00002475405,0.0003897668,0.0002209759,0.0002235924,0.0003655967],"domain_scores_gemma":[0.9984853,0.0004996918,0.0002543087,0.00007086129,0.000524079,0.0001657919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001072477,0.0001815066,0.6730953,0.05974395,0.00009376483,0.000002217809,0.1474415,0.00003196508,0.0003338975,0.01514404,0.01975362,0.0831057],"study_design_scores_gemma":[0.002258654,0.0002760167,0.8865456,0.004340047,0.00007183074,9.402241e-7,0.02801187,0.004597348,0.001429373,0.0005967218,0.07117056,0.0007010394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908677,0.0001207046,0.00012018,0.00008326666,0.0002098937,0.001039159,0.0007599639,0.00001442579,0.006784728],"genre_scores_gemma":[0.9853625,0.00003478242,0.001743675,0.0001002423,0.0001848433,0.0003192441,0.002124289,0.00002315792,0.01010721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049227,"threshold_uncertainty_score":0.9766746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408369429458432,"score_gpt":0.401782508314254,"score_spread":0.3676988140196697,"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."}}