{"id":"W6922375062","doi":"10.11575/prism/40557","title":"Orthoptera of Alberta: Visual Guide to Common Terrestrial Families (Adults)","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"Sociology and Education Studies","field":"Social 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":[0.0005936236,0.001463694,0.0006144576,0.003569992,0.001513153,0.001485887,0.001804746,0.0005867265,0.1652234],"category_scores_gemma":[0.0009735424,0.0007610012,0.0003346753,0.004936781,0.0005288329,0.001106423,0.0009529928,0.00112629,0.06714831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004143681,"about_ca_system_score_gemma":0.007392037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.756037,"about_ca_topic_score_gemma":0.8994233,"domain_scores_codex":[0.9997283,0.00002104006,0.00001297109,0.00003347437,0.0001475224,0.00005669268],"domain_scores_gemma":[0.9990408,0.00007815563,0.00004426545,0.00006066055,0.0006371906,0.0001389634],"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":[0.00003463078,0.00002525098,0.00166595,0.0002521412,0.000003289096,0.00007868856,0.0003284401,0.0001343884,0.001227943,0.0008550878,0.905358,0.09003615],"study_design_scores_gemma":[0.000007188347,0.000008339989,0.008822122,0.0001437712,0.000004517518,0.00009294471,0.0002519106,0.00006384927,0.0001691991,0.0003590984,0.9900674,0.000009713338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006841151,0.02186903,0.01882302,0.002749592,0.002136751,0.001108806,0.2435889,0.0101153,0.6927674],"genre_scores_gemma":[0.02139736,0.02228985,0.07589717,0.002186291,0.0003739799,0.0009285933,0.2141931,0.002523943,0.6602097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.243963,"threshold_uncertainty_score":0.5527274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719455219458883,"score_gpt":0.430636949421941,"score_spread":0.3834423972273521,"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."}}