{"id":"W1487856478","doi":"10.1111/j.1523-1739.2012.01835.x","title":"Re‐Creating Missing Population Baselines for Pacific Reef Sharks","year":2012,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Zoo; Simon Fraser University; University of Victoria","funders":"National Oceanic and Atmospheric Administration","keywords":"Reef; Coral reef; Fishery; Transect; Population; Oceanography; Belt transect; Geography; Predation; Biomass (ecology); Abundance (ecology); Ecology; Environmental science; Biology; Geology","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":[0.0005187505,0.00009467729,0.0001255878,0.00002930842,0.000203553,0.0000052931,0.00008076831,0.0001901634,0.001079993],"category_scores_gemma":[0.000612208,0.00008362896,0.00003551796,0.00008376322,0.000117015,0.0001433813,0.00006241191,0.00006022885,0.0001278622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004316213,"about_ca_system_score_gemma":0.000005239423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090802,"about_ca_topic_score_gemma":0.0001737948,"domain_scores_codex":[0.9991641,0.0001196329,0.0002199257,0.0001898906,0.00002657618,0.0002798847],"domain_scores_gemma":[0.9993407,0.0003587678,0.0001014944,0.0001339711,0.00001500265,0.00005005398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003806208,0.00002002861,0.9700663,0.000004274483,0.00000516001,7.791012e-8,0.00010669,0.000004505432,0.01224257,0.002442369,0.004269438,0.01080049],"study_design_scores_gemma":[0.0003129512,0.0000715572,0.8708898,0.000004672475,0.0000167989,0.000006508324,0.0001148887,0.002267178,0.0007873983,0.003077891,0.1222795,0.0001707903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797439,0.00009622689,0.006938657,0.004338891,0.0007620359,0.0002875361,0.00001199175,0.00007965877,0.007741098],"genre_scores_gemma":[0.9909818,0.000006174004,0.006338879,0.001404013,0.0002283236,0.00004210362,0.0004300922,0.000007725307,0.0005608739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180101,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03458444416017396,"score_gpt":0.2873044709029973,"score_spread":0.2527200267428233,"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."}}