{"id":"W6959212384","doi":"10.7916/d8-ss08-fz73","title":"Carnegie Public Library, Warwick, Canada","year":2018,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000119566,0.0002149497,0.0003113017,0.0003222195,0.001152853,0.001600739,0.003503141,0.0002500695,0.0009099724],"category_scores_gemma":[0.00009332024,0.0003783719,0.0001094873,0.00380169,0.0003017942,0.004518254,0.002012082,0.0005852576,0.0000898574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793676,"about_ca_system_score_gemma":0.003607094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.337432,"about_ca_topic_score_gemma":0.9108339,"domain_scores_codex":[0.9974306,0.0001595865,0.000331234,0.0007525074,0.0005319285,0.0007941979],"domain_scores_gemma":[0.9980459,0.0002238771,0.0001882996,0.0007896422,0.0001310854,0.000621231],"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":[0.00001047169,0.00003419685,0.1407757,0.000008569597,0.00005011706,0.00009285221,0.0001470082,9.351999e-7,0.00001009237,0.006101605,0.8416709,0.01109756],"study_design_scores_gemma":[0.000521503,0.00007738524,0.046752,0.00002358624,0.00001012079,0.00001970776,0.0001308349,0.0006443494,0.00005739801,0.001286314,0.9500058,0.0004710534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2454561,0.0001019532,0.001387374,0.004747819,0.001155863,0.0004383767,0.00003307954,0.00109499,0.7455845],"genre_scores_gemma":[0.6376916,0.00004025182,0.0008398739,0.001028659,0.0001804556,0.000003017949,0.00001382071,0.00002522693,0.3601771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5734019,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603089391017609,"score_gpt":0.1707489373199014,"score_spread":0.1547180434097253,"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."}}