{"id":"W7132881155","doi":"","title":"Carnal Indexing","year":2017,"lang":"en","type":"article","venue":"TSpace","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Amateur; Search engine indexing; Metadata; Relation (database); Subject (documents); Schema (genetic algorithms); Object (grammar); Embodied cognition; Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002174524,0.0008891844,0.0008457877,0.008245509,0.006499135,0.01202694,0.003050683,0.001706433,0.1882682],"category_scores_gemma":[0.01450433,0.0006308014,0.0010428,0.00978207,0.003804872,0.01427955,0.008897787,0.001696318,0.06946906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728525,"about_ca_system_score_gemma":0.004212332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123153,"about_ca_topic_score_gemma":0.01551871,"domain_scores_codex":[0.99602,0.0005367098,0.0004196856,0.0006799916,0.001917499,0.0004260728],"domain_scores_gemma":[0.9912227,0.00139403,0.0004311382,0.00389303,0.002512135,0.0005468429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002067103,0.0000445438,0.0007519334,0.0003706608,0.0000191102,0.0003808255,0.00217557,0.0004266353,0.001889047,0.542963,0.2340081,0.2167639],"study_design_scores_gemma":[0.000006851594,0.00001153842,0.0001994582,0.00006679496,0.000006081504,0.0002833551,0.0005056848,0.0005800367,0.001135814,0.02840985,0.9687686,0.00002590951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007534724,0.002176689,0.12679,0.004539013,0.002865774,0.0005326628,0.01026386,0.0161127,0.8291847],"genre_scores_gemma":[0.1474048,0.004257899,0.1842186,0.002586629,0.002049533,0.0007179637,0.02660312,0.01035231,0.6218091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1882682,"threshold_uncertainty_score":0.6298198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09361634064700508,"score_gpt":0.4524360001750963,"score_spread":0.3588196595280912,"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."}}