{"id":"W6925944488","doi":"10.20381/ruor-29349","title":"Multiple cities, Canada: Social Inclusion Audit and Toolkit for Local Libraries","year":2010,"lang":"en","type":"other","venue":"uO Research (University of Ottawa)","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Inclusion (mineral); Audit trail; Information technology audit; Field (mathematics)","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":[0.0002008793,0.0001684995,0.0003200463,0.0002441273,0.0008388511,0.00002245902,0.0004673298,0.0004121503,0.003152563],"category_scores_gemma":[0.00004640816,0.0002020741,0.00006637682,0.0001048652,0.00112477,0.0001174957,0.001237146,0.0004126451,0.00001478472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990975,"about_ca_system_score_gemma":0.0003086442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.747135,"about_ca_topic_score_gemma":0.9795151,"domain_scores_codex":[0.9985056,0.00008487043,0.00008337331,0.0003251252,0.0005969338,0.0004041324],"domain_scores_gemma":[0.9993411,0.0001882546,0.00008224918,0.000208695,0.00003414678,0.0001455701],"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":[0.00003240554,0.0000538924,0.001723486,0.0003203359,0.0001054395,0.00004540941,0.001095176,0.000004142746,0.0001728143,0.01781779,0.9518361,0.026793],"study_design_scores_gemma":[0.0006875889,0.00007710316,0.001950027,0.00004155765,0.00001705826,8.006833e-7,0.002657262,0.0001107587,0.00009778114,0.0006081887,0.993558,0.0001938141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01021309,0.0006071217,0.0003325559,0.002050895,0.0003518171,0.0006212862,0.001131606,0.0001101958,0.9845814],"genre_scores_gemma":[0.07143577,0.0003423437,0.0014797,0.00003457562,0.0003857597,0.000001621195,0.0003049817,0.0001557281,0.9258595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2323801,"threshold_uncertainty_score":0.9977587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420829098572944,"score_gpt":0.2351623630268777,"score_spread":0.2109540720411483,"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."}}