{"id":"W2053688294","doi":"10.1111/j.1748-7692.2008.00279.x","title":"Guidelines for the treatment of marine mammals in field research","year":2009,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Field (mathematics); Geography; Biology; Zoology; Ecology; Fishery; Mathematics","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":[0.002138931,0.0001544786,0.0002295214,0.00008875804,0.0003280061,0.00004240729,0.0008752682,0.00003479339,0.001861505],"category_scores_gemma":[0.0009062582,0.00009533914,0.00007845066,0.001408558,0.0005669894,0.0001585962,0.0009841706,0.00008877196,0.00006067415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003419195,"about_ca_system_score_gemma":0.00003612645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964279,"about_ca_topic_score_gemma":0.01532178,"domain_scores_codex":[0.997674,0.00004034566,0.0004092295,0.0004714544,0.0007604147,0.0006445345],"domain_scores_gemma":[0.9988316,0.0004117631,0.00007528593,0.0004724704,0.0001202899,0.00008854589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008037287,0.000181431,0.1968363,0.000005134602,0.000002810264,0.000004620819,0.00009097287,0.0001284357,0.0006649232,0.0009599574,0.001569787,0.7994753],"study_design_scores_gemma":[0.0004686008,0.001818647,0.8637751,0.0000079337,0.000007374481,0.000003982445,0.00006638958,0.003275729,0.003006584,0.003224811,0.1242076,0.0001371711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8388012,0.0001687195,0.0001396738,0.01813529,0.0001441483,0.001499858,0.000003471363,0.00002782216,0.1410798],"genre_scores_gemma":[0.9867969,0.001094835,0.005862951,0.0008341089,0.0001264605,0.0001190362,0.000001378301,0.000008253424,0.005156098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799338,"threshold_uncertainty_score":0.9990509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391407676595026,"score_gpt":0.4028378195387363,"score_spread":0.2636970518792336,"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."}}