{"id":"W4317033812","doi":"10.1111/mms.12997","title":"Fly with care: belugas show evasive responses to low altitude drone flights","year":2023,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Raincoast Conservation Foundation; University of Windsor","funders":"Kenneth M. Molson Foundation; Donner Canadian Foundation; Parks Canada; Natural Sciences and Engineering Research Council of Canada; Molson Foundation","keywords":"Drone; Disturbance (geology); Altitude (triangle); Geography; Aeronautics; Cetacea; Ecology; Biology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007225084,0.000301306,0.000276593,0.0001525685,0.00078444,0.0001428563,0.001211218,0.00003996149,0.001986793],"category_scores_gemma":[0.0003067398,0.0002317552,0.00005452021,0.003608384,0.0008777775,0.0004271635,0.00504458,0.0001570992,0.004643876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005514159,"about_ca_system_score_gemma":0.00009105797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006212619,"about_ca_topic_score_gemma":0.01990539,"domain_scores_codex":[0.9961841,0.00005242899,0.0002489687,0.001032583,0.001445454,0.001036478],"domain_scores_gemma":[0.9987153,0.00009888613,0.000076125,0.00060985,0.00006277177,0.0004371019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000428999,0.0001119519,0.8669758,0.00006485497,0.00002297324,0.0004715136,0.00185561,0.001221265,0.008973529,0.000683791,0.007097191,0.1120925],"study_design_scores_gemma":[0.0002928313,0.0005508076,0.9425108,0.00002587488,0.00001440766,0.00002125136,0.0002411785,0.0001976777,0.002585724,0.0001078434,0.05304868,0.0004029442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287524,0.00001853391,0.00003628999,0.001833257,0.00014684,0.0005690475,0.000007814028,0.0002094458,0.06842636],"genre_scores_gemma":[0.9877747,0.00004439833,0.00254258,0.0008376822,0.0000802969,0.0001013584,0.000004962765,0.00002538868,0.008588574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1116896,"threshold_uncertainty_score":0.9989255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160505817430944,"score_gpt":0.2459267600295924,"score_spread":0.234321701855283,"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."}}