{"id":"W6976944215","doi":"10.60692/44h5m-58d85","title":"Climate change impacts on living marine resources in the Eastern Tropical Pacific","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Range (aeronautics); Climate change; Demersal zone; Pelagic zone; Upwelling; Equator; Tropical Eastern Pacific; Global warming","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876661,0.0003309633,0.0001760878,0.0002832132,0.0003825688,0.0005888248,0.0003137648,0.0002695758,0.001411088],"category_scores_gemma":[0.0006198405,0.0001370403,0.000578038,0.0004931559,0.0002679946,0.000523259,0.0006670751,0.0003291734,0.00007176063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008635856,"about_ca_system_score_gemma":0.0006735037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08214755,"about_ca_topic_score_gemma":0.07553399,"domain_scores_codex":[0.9999316,0.00002322467,0.000004136572,0.00001259033,0.000009859767,0.00001859439],"domain_scores_gemma":[0.9998121,0.0000503521,0.0000434227,0.00001055557,0.00003515428,0.00004848858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532948,0.0001070059,0.6514146,0.0001433903,0.0005684419,0.0005555901,0.0002097146,0.3296573,0.002685098,0.001127563,0.001403112,0.01187487],"study_design_scores_gemma":[0.00009946381,0.0002397077,0.7258071,0.00005351377,0.0002784407,0.0001601989,0.0008008775,0.2681868,0.0009205986,0.001245434,0.002169795,0.00003799579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974365,0.0001338789,0.0003761938,0.0001594899,0.000008059721,0.000007331115,0.0006137597,0.00001420555,0.001250626],"genre_scores_gemma":[0.9991207,0.0001686964,0.0001806587,0.00002173367,0.00000384482,0.000008581255,0.0003518519,0.000003326484,0.0001406982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08214755,"threshold_uncertainty_score":0.1633388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05298611057519362,"score_gpt":0.2207748772631003,"score_spread":0.1677887666879067,"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."}}