{"id":"W4402180081","doi":"10.2139/ssrn.4945962","title":"Climate Change Implications in the Suitable Habitat of Olive Ridley Turtle Lepidochelys Olivacea in the Eastern Tropical Pacific","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Turtle (robot); Habitat; Climate change; Tropical Atlantic; Geography; Fishery; Tropics; Ecology; Biology; Sea surface temperature; Meteorology","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":[0.0002093489,0.00009067883,0.0001113036,0.0005042264,0.0004141666,0.0006194663,0.0001743384,0.0003006461,0.002462452],"category_scores_gemma":[0.0007534152,0.00007965014,0.0001336023,0.000602653,0.0004882119,0.0004779832,0.0004663928,0.0002431209,0.00008985242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970559,"about_ca_system_score_gemma":0.0003783636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0600009,"about_ca_topic_score_gemma":0.1037289,"domain_scores_codex":[0.9999402,0.00001013068,0.000004319141,0.0000176543,0.000006423219,0.00002132543],"domain_scores_gemma":[0.9997229,0.00005975125,0.00009928788,0.00001053485,0.0000452248,0.0000623728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002085665,0.00003830325,0.9835613,0.00005920203,0.00007869516,0.0005827682,0.000684931,0.003154686,0.004638262,0.0003608531,0.0004919285,0.006140303],"study_design_scores_gemma":[0.000002656448,0.000006595184,0.9986426,0.000004290782,0.0000105158,0.00003560776,0.0005604281,0.0004439865,0.00005498464,0.00008817234,0.0001479426,0.000002091874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989987,0.0001166469,0.00003625673,0.0001058575,0.00000438434,8.890599e-7,0.0001507535,0.000001542321,0.0005849255],"genre_scores_gemma":[0.9997402,0.00007530287,0.00001797046,0.00001304553,0.000003600082,5.951955e-7,0.00006279022,0.000001482184,0.00008498214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0600009,"threshold_uncertainty_score":0.1193033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301857357893224,"score_gpt":0.2611759445008957,"score_spread":0.2381573709219635,"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."}}