{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004338315,0.0001228665,0.0003538525,0.0001033627,0.0003233514,0.00003440248,0.0005657749,0.0001734384,0.08280473],"category_scores_gemma":[0.000319756,0.0001202661,0.00006312256,0.0001738482,0.0002817542,0.00003888568,0.0003267568,0.000126487,0.0006387088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005892221,"about_ca_system_score_gemma":0.0003358114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09599297,"about_ca_topic_score_gemma":0.09147894,"domain_scores_codex":[0.9988483,0.0002718215,0.0002304613,0.0002637945,0.0001930043,0.0001925812],"domain_scores_gemma":[0.9992552,0.0003014928,0.0001900538,0.0001714121,0.0000190866,0.00006273503],"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":[0.00005010162,0.00006955439,0.01044921,0.000003088415,0.00009070738,0.0000012601,0.06028705,3.502492e-7,5.508699e-7,0.00008524941,0.8986576,0.03030531],"study_design_scores_gemma":[0.000211684,0.00004801209,0.0006444547,0.00003158273,0.00002414913,1.199744e-7,0.05935125,6.467642e-8,0.000002886816,0.00001024095,0.9395502,0.0001253684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0346715,0.0001497588,5.69707e-7,0.0009237126,0.00158408,0.0005822853,0.00003212477,0.00000293758,0.962053],"genre_scores_gemma":[0.01226056,0.0001608925,0.0005320312,0.0001674297,0.0007539063,0.0000973089,0.00006379325,0.00004784848,0.9859163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08216602,"threshold_uncertainty_score":0.9250992,"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."}}