{"id":"W7017879465","doi":"","title":"Can photograph identification be a useful tool in the identification of Bighorn Sheep (Ovis canadensis) at the Kootenay Pass Feeding Station, British Columbia?","year":2020,"lang":"en","type":"report","venue":"Arca (British Columbia Electronic Library Network)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Species identification; Ovis canadensis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001246584,0.0003766907,0.0002111158,0.002790583,0.00175455,0.001503735,0.0008576633,0.001196397,0.02767591],"category_scores_gemma":[0.004095786,0.0003163404,0.000199965,0.002979708,0.0005350102,0.001019167,0.0005602954,0.000533437,0.007328153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004757606,"about_ca_system_score_gemma":0.01702245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9040495,"about_ca_topic_score_gemma":0.9760177,"domain_scores_codex":[0.9990065,0.0001073917,0.00004181228,0.00005182865,0.0006300256,0.0001626117],"domain_scores_gemma":[0.9951869,0.0004102349,0.000237679,0.0001793047,0.003679885,0.0003061721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000234846,0.0001958137,0.06759168,0.0004757017,0.000013767,0.0005067932,0.0007899422,0.0005960934,0.002684696,0.001296957,0.6655849,0.2600287],"study_design_scores_gemma":[0.00004715053,0.0001045362,0.5099326,0.0005809717,0.00007344155,0.0002995397,0.006185744,0.001447723,0.003989498,0.0005472766,0.4767233,0.00006810876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.083782,0.006062875,0.003287678,0.02440143,0.001680975,0.001565979,0.04169984,0.0007347481,0.8367845],"genre_scores_gemma":[0.1579639,0.01109579,0.009452833,0.001864422,0.0003189621,0.0004678316,0.0234492,0.0002245372,0.7951625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09595054,"threshold_uncertainty_score":0.1930312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307680092397497,"score_gpt":0.2153056146846576,"score_spread":0.2022288137606826,"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."}}