{"id":"W2329526196","doi":"10.3354/esr00655","title":"Key research questions of global importance for cetacean conservation","year":2014,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Society for Conservation Biology","keywords":"Key (lock); Geography; Fishery; Ecology; Biology","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":[0.004856958,0.0001188105,0.0002315695,0.0000589682,0.0005445851,0.00004926209,0.0005798121,0.00007429866,0.002487493],"category_scores_gemma":[0.003120243,0.0001108035,0.00008051179,0.001184199,0.001086886,0.0001540037,0.0008399149,0.0003081862,0.0003170476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112319,"about_ca_system_score_gemma":0.00004824096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004176143,"about_ca_topic_score_gemma":0.02088196,"domain_scores_codex":[0.9966,0.0005180131,0.000330897,0.0004438834,0.001403046,0.0007041015],"domain_scores_gemma":[0.9980396,0.000948091,0.0000725939,0.0005124724,0.0002884604,0.0001387553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001299862,0.0001831865,0.6325719,0.0001206584,0.00002802003,0.000002735044,0.0003430866,0.00002054348,0.004985263,0.09589943,0.2552014,0.01051373],"study_design_scores_gemma":[0.00023539,0.0002633797,0.5278001,0.00001889047,0.000002879473,0.000001187464,0.0002475801,0.0003372566,0.0007262498,0.007788581,0.4624875,0.00009090231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6824456,0.0003195174,0.0004409341,0.005031609,0.0000891061,0.001062707,0.00009948877,0.00004293838,0.3104681],"genre_scores_gemma":[0.9905072,0.0002036064,0.002894527,0.00008329398,0.0001648747,0.00015474,0.0000161342,0.00001728394,0.005958294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3080616,"threshold_uncertainty_score":0.9984244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398678498936375,"score_gpt":0.3968781080819316,"score_spread":0.257010258188294,"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."}}