{"id":"W6963779580","doi":"10.25334/4s0y-2052","title":"Orthoptera of Alberta: Visual Guide to Common Terrestrial Families (Adults)","year":2024,"lang":"en","type":"article","venue":"QUBES","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthoptera; Terminology; Key (lock); Taxonomy (biology); Animal communication","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":[0.0005477642,0.001513943,0.0007041063,0.003703746,0.001249702,0.001272094,0.001974913,0.000545672,0.1217833],"category_scores_gemma":[0.0007906533,0.0008066315,0.0003699894,0.003993221,0.0003957364,0.001048291,0.000802682,0.001098026,0.05597812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941783,"about_ca_system_score_gemma":0.005105413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6096416,"about_ca_topic_score_gemma":0.8216873,"domain_scores_codex":[0.9997393,0.00002032837,0.00001446961,0.00003693962,0.0001347446,0.00005413259],"domain_scores_gemma":[0.9991634,0.00006777848,0.00004689285,0.00005853769,0.0005487849,0.0001146149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000688856,0.0000429447,0.003354631,0.000476314,0.00000829798,0.000118986,0.000304897,0.0002242215,0.00444242,0.0009209557,0.8709902,0.1190472],"study_design_scores_gemma":[0.00001129856,0.00001811049,0.01614933,0.0001910529,0.000009196813,0.0001706327,0.0002081869,0.0001082911,0.0003956836,0.000385586,0.9823371,0.00001547754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01258158,0.03497314,0.0335075,0.00265391,0.002852223,0.001686957,0.3676905,0.01537609,0.5286781],"genre_scores_gemma":[0.02904242,0.02971066,0.1233767,0.002494809,0.0004378634,0.001262784,0.3330802,0.002571631,0.4780229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3903584,"threshold_uncertainty_score":0.7853146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140584788179963,"score_gpt":0.2797276508028704,"score_spread":0.2656691719848741,"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."}}