{"id":"W6921802636","doi":"10.7916/d8-znv2-xa69","title":"Carnegie Public Library, Lethbridge, Canada","year":2018,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public policy; Agency (philosophy); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008220428,0.001115542,0.001274375,0.004747653,0.01508651,0.00933627,0.001949279,0.002052763,0.6772917],"category_scores_gemma":[0.003256236,0.00121326,0.0004900138,0.01096951,0.001588985,0.002884926,0.002302188,0.00187605,0.3150806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02292863,"about_ca_system_score_gemma":0.08637833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9138079,"about_ca_topic_score_gemma":0.9831964,"domain_scores_codex":[0.9989668,0.00004295932,0.00003508141,0.0001520479,0.0006386613,0.0001644034],"domain_scores_gemma":[0.9967874,0.0003191828,0.00005910062,0.0002422471,0.001955098,0.0006370224],"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":[0.00003343835,0.00003502739,0.0005702525,0.0001579749,0.000004367562,0.0001040893,0.0002470477,0.00009478054,0.0001659872,0.005260005,0.9292855,0.06404144],"study_design_scores_gemma":[0.000008875368,0.000006473906,0.003222024,0.0001281442,0.000005266005,0.0000268152,0.0006125619,0.00007438849,0.0001552065,0.0005156486,0.9952279,0.00001676333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002187133,0.003392643,0.0004612096,0.005380475,0.0005498789,0.0001369085,0.01975596,0.001418043,0.9667176],"genre_scores_gemma":[0.00157034,0.001489767,0.0003530695,0.0002497872,0.00002169404,0.00002374412,0.002204908,0.0002087863,0.9938779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6772917,"threshold_uncertainty_score":0.4603042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698826922900849,"score_gpt":0.1749736038322866,"score_spread":0.1479853346032781,"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."}}