{"id":"W3092771800","doi":"10.1111/mms.12745","title":"Assessing the lethality of ship strikes on whales using simple biophysical models","year":2020,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation; Dalhousie University","funders":"","keywords":"Whale; Lethality; Collision; Marine engineering; Simple (philosophy); Mechanics; Computer science; Fishery; Biology; Physics; Engineering","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":[0.0005895751,0.000604654,0.0003833674,0.0007828802,0.0002942586,0.000777479,0.0005751347,0.0009630541,0.001605886],"category_scores_gemma":[0.001854543,0.0002670606,0.0007898397,0.0003301745,0.0003798268,0.0006371114,0.0006120641,0.0003125669,0.0002444714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828708,"about_ca_system_score_gemma":0.0004964983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893204,"about_ca_topic_score_gemma":0.0107798,"domain_scores_codex":[0.9998296,0.00005248981,0.00001373325,0.00003708345,0.00003650368,0.00003053556],"domain_scores_gemma":[0.9992821,0.000425161,0.0001176251,0.00005071015,0.00006589769,0.00005861939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005115206,0.0001044697,0.04205358,0.00005109492,0.0000754289,0.0001322314,0.00006298439,0.9509953,0.001926298,0.0006863172,0.0001813695,0.003679714],"study_design_scores_gemma":[0.00000958806,0.0002430886,0.02861201,0.00001851063,0.00003913501,0.00005449175,0.0001692511,0.9687359,0.0009265908,0.0008733172,0.0002950247,0.00002307484],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798836,0.00008689196,0.01688705,0.00009137638,0.00001381733,0.00005202196,0.0003757291,0.0001001647,0.002509348],"genre_scores_gemma":[0.9967405,0.0001027795,0.002185154,0.00001538318,0.00000420323,0.0000410635,0.0002092538,0.00001142956,0.0006903438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893204,"threshold_uncertainty_score":0.03764367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111244726476102,"score_gpt":0.3215433758563364,"score_spread":0.2102986493802343,"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."}}