{"id":"W2050388055","doi":"10.1016/j.marpol.2010.07.006","title":"Multi-stakeholder perspectives on the use and influence of “grey” scientific information in fisheries management","year":2010,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stakeholder; Fisheries management; Business; Fishery; Fisheries science; Environmental resource management; Political science; Economics; Biology; Public relations; Fishing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001506791,0.00007539275,0.00007140548,0.00008099571,0.0001100151,0.00009126122,0.0001120842,0.00001567341,0.0001091856],"category_scores_gemma":[0.0001833955,0.00004978102,0.00001343067,0.0002563735,0.0002830085,0.0005452225,0.0006205767,0.00008414042,0.00003426667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003321428,"about_ca_system_score_gemma":0.000003846854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009302916,"about_ca_topic_score_gemma":0.007801666,"domain_scores_codex":[0.9994801,0.00001430066,0.0001356174,0.0001183665,0.0001255504,0.0001261239],"domain_scores_gemma":[0.9996828,0.00003470282,0.00005327144,0.0001920838,0.00001460448,0.00002249143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001483625,0.00007094097,0.9696668,0.00002841634,0.000008053368,9.809512e-7,0.00540651,0.0001475257,0.0008347415,0.005294559,0.0008640323,0.01766259],"study_design_scores_gemma":[0.0001339584,0.00001628272,0.9809734,0.000005974516,0.000001982651,0.000001019065,0.0007149567,0.0002653296,0.00007537,0.0001924637,0.01756206,0.00005717624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993175,0.000001199392,0.000001760782,0.00127222,0.00003758021,0.0002129162,0.000003975496,0.00001014067,0.005285239],"genre_scores_gemma":[0.9978852,0.00001563895,0.0003316076,0.0001103893,0.00000924705,0.00002489991,0.000001344956,0.000002462865,0.001619271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01760542,"threshold_uncertainty_score":0.9972942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731827173032441,"score_gpt":0.2308953780307686,"score_spread":0.1935771063004443,"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."}}