{"id":"W7133281815","doi":"","title":"Purple wartyback RPA","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Habitat; Population; Catfish; Flathead; Range (aeronautics); Infestation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002804066,0.0005817863,0.0003469503,0.0009381821,0.001118626,0.0009806284,0.0007121147,0.0004929794,0.07400682],"category_scores_gemma":[0.0003664945,0.0002231915,0.0003957129,0.000464119,0.0002414069,0.0003909438,0.001064376,0.0006312952,0.03562063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010712,"about_ca_system_score_gemma":0.0007318935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02142796,"about_ca_topic_score_gemma":0.03241708,"domain_scores_codex":[0.9994535,0.00002359372,0.00002312862,0.0001440962,0.0002695903,0.00008611612],"domain_scores_gemma":[0.9997166,0.00001302785,0.00002436271,0.0000398444,0.0001203618,0.00008579895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007430135,0.000450137,0.03052928,0.0006202373,0.00009508552,0.001896246,0.0003522538,0.0003674129,0.4927336,0.003793404,0.09585823,0.372561],"study_design_scores_gemma":[0.00006602005,0.0008322449,0.1326192,0.0001855405,0.0001005635,0.005821856,0.000497742,0.0009447332,0.07103533,0.0006638748,0.7871693,0.00006357575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4027209,0.003977879,0.01104837,0.001498431,0.0007929379,0.0008412024,0.03144787,0.005409776,0.5422626],"genre_scores_gemma":[0.4880096,0.002229372,0.01100548,0.001755311,0.000104206,0.0005646443,0.03615644,0.0007692124,0.4594058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07400682,"threshold_uncertainty_score":0.2475775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100421918106862,"score_gpt":0.240119750704758,"score_spread":0.2291155315236894,"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."}}