{"id":"W2945764889","doi":"10.3897/zookeys.845.31155","title":"Montiphylax, (Trichoptera, Limnephilidae), a new genus to accommodate the western North American species: Stenophylax antennatus Banks, 1900, Philocasca thor Nimmo, 1971, and Philocasca alba Nimmo, 1977","year":2019,"lang":"en","type":"article","venue":"ZooKeys","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medicine Hat College","funders":"","keywords":"Caddisfly; Genus; Key (lock); Larva; Biology; Zoology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002872399,0.0005340771,0.000704952,0.00007699112,0.0004603247,0.0003059861,0.0009934331,0.0001571653,0.001173952],"category_scores_gemma":[0.00004954591,0.0002228556,0.0002046571,0.001063157,0.0002434842,0.00034358,0.0005360087,0.0004645852,0.002836409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007750552,"about_ca_system_score_gemma":0.00003923374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008120022,"about_ca_topic_score_gemma":0.03352432,"domain_scores_codex":[0.9969147,0.0001975695,0.0005285583,0.0009508837,0.0003642118,0.001044121],"domain_scores_gemma":[0.9984266,0.0003447956,0.0002709423,0.0004074255,0.00009976107,0.0004504422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005136813,0.0002776456,0.6056111,0.00003295298,0.0002045255,0.00007892161,0.0009549248,0.00006874515,0.003174318,0.0001875958,0.01634952,0.3725461],"study_design_scores_gemma":[0.0003754598,0.001270677,0.68291,0.00001852244,0.00003389846,0.00002146885,0.0003418163,0.0001489016,0.000208585,0.00005500128,0.3140836,0.0005320307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811726,0.000429034,0.00001687527,0.009373442,0.0005298977,0.001032362,0.00006585173,0.0001225299,0.007257368],"genre_scores_gemma":[0.9813377,0.0002514174,0.0001675536,0.006173345,0.0009545125,0.0000502834,0.00006968895,0.000008515473,0.01098701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372014,"threshold_uncertainty_score":0.9997391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824001742737603,"score_gpt":0.2043601940815971,"score_spread":0.1861201766542211,"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."}}