{"id":"W2724689728","doi":"10.18260/1-2--3056","title":"The Fishing Vessel Stability Education Program: An Informed Blueprint For Program Design","year":2020,"lang":"en","type":"article","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Fishing; Engineering management; Computer science; Engineering; Fishery; Mechanical engineering","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":[0.0001655766,0.000132954,0.0001113095,0.00001321677,0.0001197075,0.0001444619,0.0001698902,0.00003790825,0.000008938497],"category_scores_gemma":[0.0001899701,0.00009540848,0.00004432067,0.000123337,0.00002303778,0.0001695324,0.00003656122,0.0001064874,0.000003481839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000393544,"about_ca_system_score_gemma":0.00005891242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001070789,"about_ca_topic_score_gemma":0.00003874477,"domain_scores_codex":[0.9993328,0.000009882719,0.000191614,0.0001348754,0.00008629925,0.0002444815],"domain_scores_gemma":[0.9994925,0.000146031,0.00001540716,0.0001811529,0.00006896341,0.00009597649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001909827,0.00008828995,0.0004382962,0.0002942174,0.00005281979,1.053922e-7,0.001257864,0.006725657,0.00008265628,0.001155919,0.008941651,0.9809434],"study_design_scores_gemma":[0.0002393939,0.000473884,0.004756839,0.0000142808,0.00002598148,6.95472e-7,0.001693298,0.3937375,0.003336067,0.0003098486,0.5950829,0.0003293247],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2868977,0.001293789,0.6248381,0.009314547,0.002320264,0.02411014,0.00001435035,0.01686765,0.03434354],"genre_scores_gemma":[0.8738474,0.00009991816,0.1211271,0.0001118141,0.000309462,0.004388434,0.00002305678,0.0000416047,0.00005120296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9806141,"threshold_uncertainty_score":0.3890645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464271730760732,"score_gpt":0.2872655444746064,"score_spread":0.2426228271669991,"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."}}