{"id":"W2031655867","doi":"10.1139/f09-167","title":"The effect of climate change on the western rock lobster (Panulirus cygnus) fishery of Western Australia","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Oceanography; Climate change; Environmental science; Oceanic climate; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826114,0.0001438124,0.0001245628,0.0004412866,0.0003838565,0.0003896007,0.0001655315,0.0002622738,0.001161866],"category_scores_gemma":[0.001185474,0.000113023,0.0001748258,0.0004744317,0.0003446772,0.0003502397,0.0004906293,0.0002479673,0.0001404075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001570417,"about_ca_system_score_gemma":0.0007505382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1928102,"about_ca_topic_score_gemma":0.3305455,"domain_scores_codex":[0.9998189,0.00004877218,0.00001232077,0.00002403458,0.00004255008,0.00005357025],"domain_scores_gemma":[0.9993944,0.00006188017,0.0002103397,0.00001824819,0.0001595201,0.0001555213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001850986,0.00009177869,0.9775282,0.0000701023,0.0001082859,0.0005665249,0.0009081551,0.0008392084,0.003513898,0.000128632,0.0006634074,0.01539683],"study_design_scores_gemma":[0.000001148771,0.00001466557,0.9994639,0.000002822768,0.0000058342,0.00002252039,0.0001163729,0.0001455457,0.00003749111,0.000009666687,0.0001788033,0.0000012801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998908,0.0001785191,0.00001907096,0.0001367023,0.000005576026,0.00000322856,0.0000831357,0.000001584629,0.0006641155],"genre_scores_gemma":[0.9991686,0.0002767892,0.00004077878,0.00004447313,0.000007927086,0.000003748645,0.0000669888,0.000001214769,0.0003893333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1928102,"threshold_uncertainty_score":0.3833758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948798417302399,"score_gpt":0.2654264846590931,"score_spread":0.2259385004860691,"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."}}