{"id":"W3125858000","doi":"10.1017/s0376892920000521","title":"Specimens of opportunity provide vital information for research and conservation regarding elusive whale species","year":2021,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northeast Fisheries Science Center; Instituto Español de Oceanografía; Fisheries and Oceans Canada; Universitetet i Oslo; Harvard University; University of Oxford; Government of the United Kingdom; La Rochelle Université; Naturalis Biodiversity Center; Lunds Universitet","keywords":"Snowball sampling; Biology; Sampling (signal processing); Ecology; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004257054,0.0004639887,0.0004712995,0.004271596,0.001924584,0.00129002,0.0008041188,0.0006281147,0.01154996],"category_scores_gemma":[0.007870933,0.0003654007,0.0004830868,0.003107088,0.001183531,0.001842494,0.002629957,0.0005865694,0.002872238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367623,"about_ca_system_score_gemma":0.001328666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005685529,"about_ca_topic_score_gemma":0.02677087,"domain_scores_codex":[0.9974574,0.001003136,0.0004281401,0.0003197414,0.0005551546,0.0002363113],"domain_scores_gemma":[0.9907331,0.002405006,0.002171278,0.001823143,0.00207319,0.0007942737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002739596,0.0001056341,0.6474459,0.001893486,0.0002097218,0.002245897,0.01061315,0.0003296949,0.0175286,0.005987843,0.0242627,0.2891034],"study_design_scores_gemma":[0.00001550715,0.0002362368,0.7276189,0.002177428,0.0001748906,0.002741018,0.02134868,0.0002602241,0.004945012,0.005358758,0.2350512,0.00007222552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425836,0.01303666,0.03278127,0.00453242,0.0017336,0.001495794,0.02292329,0.0003795165,0.08053396],"genre_scores_gemma":[0.8675838,0.005332945,0.0908949,0.001637455,0.0008624324,0.001450221,0.01641721,0.0002101963,0.01561082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154996,"threshold_uncertainty_score":0.03863841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08592387793412307,"score_gpt":0.2903706271687642,"score_spread":0.2044467492346412,"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."}}