{"id":"W2117743805","doi":"10.1046/j.1467-2960.2001.00051.x","title":"Visualisation of standardized life‐history patterns","year":2001,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Pew Charitable Trusts","keywords":"Pelagic zone; Life history theory; Demersal zone; Fishery; Marine life; Life history; Coral reef; Geography; Ecosystem; Range (aeronautics); Ecology; Environmental science; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004544515,0.0004303833,0.0002656734,0.002944585,0.0001711536,0.001397181,0.0003112161,0.0003923248,0.009427104],"category_scores_gemma":[0.002517064,0.0001704788,0.0002702046,0.002602427,0.0002008658,0.0007273039,0.0007717097,0.0003662787,0.0009165272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605769,"about_ca_system_score_gemma":0.0002036785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043088,"about_ca_topic_score_gemma":0.001779653,"domain_scores_codex":[0.9998451,0.00004616097,0.0000168674,0.00003172878,0.00003770302,0.00002236729],"domain_scores_gemma":[0.9983816,0.0009458388,0.0001988501,0.0001817128,0.0001837375,0.0001082229],"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":[0.001665534,0.0002970604,0.09787447,0.001940833,0.0002930063,0.001571018,0.008695714,0.0964354,0.06514904,0.04440599,0.0310554,0.6506166],"study_design_scores_gemma":[0.00023818,0.0004040511,0.2300599,0.0005557531,0.0001491497,0.001924217,0.004070588,0.5298548,0.02572804,0.07064524,0.1360331,0.0003369348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.604397,0.0009855792,0.334812,0.0004841333,0.000145438,0.0002529021,0.01605251,0.01302328,0.02984712],"genre_scores_gemma":[0.8681395,0.0005685798,0.1196919,0.00005425966,0.00003240836,0.0001934434,0.006774262,0.0008317578,0.003713841],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009427104,"threshold_uncertainty_score":0.03153682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560559414601249,"score_gpt":0.2368391122321763,"score_spread":0.2112335180861638,"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."}}