{"id":"W6930494270","doi":"10.5281/zenodo.15390968","title":"Pacifastacus malheurensis Larson & Abbott & Gilmore & Helbing & Lopez & Macintosh & Stenhouse & Williams & Usio 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum; University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Pacifastacus; Population; Embarrassment","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":[0.0002217029,0.001978181,0.0006878885,0.003473639,0.001899978,0.001100486,0.001298715,0.001716152,0.02408],"category_scores_gemma":[0.001036249,0.000485055,0.0003760413,0.00246457,0.001114103,0.003323372,0.00129531,0.001603427,0.01352017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711948,"about_ca_system_score_gemma":0.001489039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03583245,"about_ca_topic_score_gemma":0.0591708,"domain_scores_codex":[0.9994886,0.00003416444,0.00004656109,0.0001730268,0.000200268,0.00005729844],"domain_scores_gemma":[0.9995853,0.00004773666,0.0001638928,0.00003821275,0.00012211,0.00004277332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005001617,0.0001842289,0.02276434,0.002566092,0.0001872513,0.003939675,0.001934987,0.001427088,0.0171121,0.004481834,0.07768718,0.8672151],"study_design_scores_gemma":[0.0001024471,0.0002155377,0.1174618,0.002362188,0.0003501255,0.01401502,0.002504565,0.0008291894,0.004067805,0.001038463,0.8569639,0.00008893236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1664071,0.05558353,0.01418416,0.004468599,0.004469126,0.002741664,0.02337182,0.002343669,0.7264302],"genre_scores_gemma":[0.7409119,0.0582945,0.02805054,0.004607438,0.001408989,0.002342081,0.03046124,0.0004718371,0.1334515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03583245,"threshold_uncertainty_score":0.08055568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668443560376387,"score_gpt":0.2335938239337692,"score_spread":0.2169093883300054,"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."}}