{"id":"W4410144122","doi":"10.11646/zootaxa.5632.3.4","title":"Genome skimming supports two new crayfish species from the genus Pacifastacus Bott, 1950 (Decapoda: Astacidae)","year":2025,"lang":"en","type":"article","venue":"Zootaxa","topic":"Crustacean biology and ecology","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":"Biology; Decapoda; Crayfish; Genus; Zoology; Pacifastacus; Crustacean; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001480993,0.0002833685,0.0001776662,0.001071425,0.0008248319,0.000443564,0.0002743744,0.0003447488,0.00169357],"category_scores_gemma":[0.0007532883,0.0001597182,0.0002187412,0.0006117737,0.0005700758,0.0004259309,0.000687458,0.0004515062,0.0002833396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923779,"about_ca_system_score_gemma":0.0003377977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007158842,"about_ca_topic_score_gemma":0.02317696,"domain_scores_codex":[0.9998811,0.000008620314,0.000008877691,0.0000536155,0.00002535783,0.00002243933],"domain_scores_gemma":[0.9996216,0.00007425963,0.0001343941,0.00003604659,0.00006816449,0.00006544209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007977528,0.00006172129,0.5422464,0.0002503912,0.00007891421,0.001419067,0.004463269,0.0003713714,0.3540877,0.0007145266,0.0005111739,0.09499769],"study_design_scores_gemma":[0.00001404288,0.00008911708,0.9877336,0.00003020296,0.00003383664,0.001200655,0.00102855,0.0006183002,0.003771032,0.0001844528,0.005281806,0.00001453027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995005,0.000258423,0.0009840707,0.00006634794,0.00001141682,0.00002117851,0.0003217185,0.00005018978,0.003281694],"genre_scores_gemma":[0.9939702,0.0001350541,0.003791095,0.00008077282,0.000009408443,0.00002710486,0.001207731,0.00001476958,0.000763918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007158842,"threshold_uncertainty_score":0.01423436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043296297577678,"score_gpt":0.2246542129669296,"score_spread":0.2142212499911528,"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."}}