{"id":"W1923721528","doi":"10.56105/cjsae.v14i2.1931","title":"Theoretical Perspectives on Learning for Prevention of Fishing Vessel Accidents","year":2000,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishing; Sociology; Business; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920109,0.00006692215,0.0001157392,0.0001006847,0.000290518,0.00003602253,0.0001465323,0.00003932681,0.0002519411],"category_scores_gemma":[0.0003706314,0.00004917947,0.0001178958,0.0001044082,0.00005558169,0.00008280516,0.000001189148,0.0001902572,6.91305e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019989,"about_ca_system_score_gemma":0.000104908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334418,"about_ca_topic_score_gemma":0.003104974,"domain_scores_codex":[0.9994829,0.00003747249,0.0002082018,0.00007312616,0.00008242616,0.000115901],"domain_scores_gemma":[0.9993536,0.000167026,0.00005463695,0.00008994158,0.0002580399,0.00007671908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003557061,0.000589297,0.007069125,0.0002979684,0.001550222,4.485873e-7,0.1753418,0.3317089,0.0003865214,0.03137049,0.004521427,0.4468081],"study_design_scores_gemma":[0.002199661,0.00322333,0.116153,0.0007021761,0.001171922,0.00003252102,0.7546652,0.05157872,0.002650969,0.06425173,0.00284582,0.0005249587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979739,0.00016331,0.0003029658,0.0004668231,0.0003827915,0.0003751547,0.000004201419,0.000004895883,0.0003259447],"genre_scores_gemma":[0.9994234,0.00005728006,0.0001086417,0.000008452035,0.0001503761,0.00002295852,0.00000363351,0.000009192479,0.0002159984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5793235,"threshold_uncertainty_score":0.2758578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009491220493552647,"score_gpt":0.2776243533352517,"score_spread":0.268133132841699,"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."}}