{"id":"W2060583927","doi":"10.1111/faf.12058","title":"A framework for evaluating management plans comprehensively","year":2013,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Stock (firearms); Fisheries management; Pleuronectes; Management by objectives; Plan (archaeology); Fishery; Business; Sustainability; Stock assessment; Environmental resource management; Fishing; Environmental planning; Fish <Actinopterygii>; Geography; Ecology; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009075348,0.0001052819,0.0001135084,0.00001496606,0.0001997779,0.0001351959,0.0001339804,0.00005443965,0.01466714],"category_scores_gemma":[0.00005374138,0.00009398185,0.00003091125,0.0000705949,0.0001701787,0.0002297998,0.0002691039,0.00009143872,0.00008338779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612689,"about_ca_system_score_gemma":0.000001932776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090707,"about_ca_topic_score_gemma":0.00005537602,"domain_scores_codex":[0.9991474,0.00001561648,0.0001286589,0.000239719,0.0001912072,0.0002774152],"domain_scores_gemma":[0.9996025,0.0001027224,0.00003021871,0.0001571185,0.0000147282,0.00009270841],"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":[0.00008373854,0.00004932708,0.3188549,0.0001254399,0.00005208126,0.000005948101,0.0007828408,0.000005522991,0.0001193359,0.005875946,0.1359707,0.5380742],"study_design_scores_gemma":[0.0004128756,0.0003070939,0.3186326,0.0000126861,0.0000140737,0.000005206865,0.0009672596,0.001795573,0.00003647995,0.03375485,0.643792,0.0002693464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2773444,0.000008336982,0.006318158,0.00689915,0.0001430984,0.001452421,0.00004081024,0.00009351315,0.7077001],"genre_scores_gemma":[0.6170827,0.0004501048,0.306905,0.01521894,0.0003232898,0.002455369,0.0001315182,0.0001210647,0.05731203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6503881,"threshold_uncertainty_score":0.9862336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479228916864724,"score_gpt":0.2908613408279271,"score_spread":0.2460690516592799,"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."}}