{"id":"W4395024518","doi":"10.1007/s40152-024-00365-1","title":"Fisher experience on distant water fishing vessels: the implications of variation by vessel type for employment standards","year":2024,"lang":"en","type":"article","venue":"MAST. Maritime studies/Maritime studies","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council","keywords":"Fishing; Work (physics); Enforcement; Pelagic zone; Fishery; Variation (astronomy); Ballast; Business; Ecology; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006295678,0.0002763241,0.0003164586,0.00006571565,0.0006082638,0.000130699,0.0003130441,0.00008740641,0.00004546401],"category_scores_gemma":[0.0005704738,0.0001909379,0.0001394146,0.0002315662,0.000460941,0.00002483433,0.0002490359,0.0001200898,0.00001789233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080709,"about_ca_system_score_gemma":0.00007360755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009673923,"about_ca_topic_score_gemma":0.00002714779,"domain_scores_codex":[0.9980037,0.0001009575,0.000568649,0.0006526642,0.0003271327,0.0003469639],"domain_scores_gemma":[0.997987,0.0002112694,0.0001098463,0.0005849648,0.001062173,0.00004469484],"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":[0.0002587533,0.000282343,0.0002734992,0.0005636509,0.002133739,0.000001104077,0.007769214,0.00005210555,0.1199344,0.007818879,0.8558723,0.00504004],"study_design_scores_gemma":[0.0004944698,0.000470501,0.002750013,0.0001837985,0.0002142398,0.000004052048,0.003846118,0.0001179648,0.08296441,0.00133643,0.9071653,0.000452749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5487838,0.2088177,0.05479434,0.1387789,0.01486038,0.01089377,0.009579037,0.000894488,0.01259753],"genre_scores_gemma":[0.9875414,0.003723608,0.00022026,0.0004952319,0.0002500139,0.000984565,0.0005765552,0.00005308948,0.00615532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387576,"threshold_uncertainty_score":0.778622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04426841085545653,"score_gpt":0.3516285256206491,"score_spread":0.3073601147651925,"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."}}