{"id":"W7003790718","doi":"","title":"Cryptids Anonymous","year":2022,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queer; Alien; Character (mathematics); Identity (music); Punk; Style (visual arts)","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":[0.00005381698,0.0002749039,0.0004464469,0.0000928078,0.0008175004,0.0000190397,0.001024522,0.0002752484,0.02443149],"category_scores_gemma":[0.000004624497,0.0002011787,0.0003443224,0.0006963563,0.0001190395,0.0007124976,0.0004713687,0.0004137521,0.00006037432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008128535,"about_ca_system_score_gemma":0.0001191368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339078,"about_ca_topic_score_gemma":0.009182872,"domain_scores_codex":[0.9986327,0.0001131245,0.0001209417,0.0004876533,0.000344515,0.0003010308],"domain_scores_gemma":[0.9992839,0.0001302153,0.0002704549,0.0001250664,0.00005405297,0.0001363323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007789734,0.002549173,0.08780665,0.001331171,0.002572234,0.004734103,0.4015011,0.00004714621,0.08251688,0.001353591,0.1653842,0.242414],"study_design_scores_gemma":[0.0003244965,0.0002860084,0.03960774,0.00005419446,0.0001262924,0.000002799171,0.6153481,0.000004190003,0.0005527385,0.0001332015,0.3430403,0.0005198917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548287,0.0001730782,6.857985e-7,0.0005104577,0.0002675664,0.0002118608,0.0006526855,0.0002165299,0.04313843],"genre_scores_gemma":[0.7743606,0.0003145966,0.0003188304,0.00006389622,0.00008186101,7.693543e-8,0.003113521,0.000003856562,0.2217427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2418941,"threshold_uncertainty_score":0.9764603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092388926198152,"score_gpt":0.1627774595704497,"score_spread":0.1546850706442516,"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."}}