{"id":"W4233706131","doi":"10.15353/acmla.n162.1526","title":"News from Canadian Associations and Universities","year":2019,"lang":"en","type":"article","venue":"Bulletin - Association of Canadian Map Libraries and Archives (ACMLA)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002454414,0.00120842,0.0009732216,0.003715592,0.01177186,0.01324545,0.001693957,0.008974501,0.112809],"category_scores_gemma":[0.009920351,0.0008337513,0.0009941226,0.009225051,0.002206413,0.003605917,0.002549757,0.007613724,0.03087593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0358617,"about_ca_system_score_gemma":0.1118638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9278877,"about_ca_topic_score_gemma":0.9660076,"domain_scores_codex":[0.9948185,0.0001391566,0.0001362858,0.0002366862,0.003164153,0.001505251],"domain_scores_gemma":[0.9900773,0.00074321,0.0002465831,0.0003406285,0.006305625,0.00228666],"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":[0.000008593759,0.000002603423,0.00006353933,0.00002386595,9.307035e-7,0.00001389443,0.00004423665,0.000006100046,0.00001221814,0.00107997,0.9958319,0.002912129],"study_design_scores_gemma":[0.000003932204,0.000001227906,0.0006894027,0.00003199487,0.00000233503,0.000005083815,0.0002001431,0.000006376435,0.00001585824,0.0001287995,0.9989094,0.000005504558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00188808,0.02200238,0.0001721508,0.3823107,0.08181821,0.0001333614,0.008290473,0.0004656687,0.502919],"genre_scores_gemma":[0.007803935,0.00869696,0.0002256794,0.04757496,0.005611435,0.00007001669,0.002126974,0.0001441461,0.9277458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.112809,"threshold_uncertainty_score":0.3773838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006333711930533626,"score_gpt":0.1882051007719473,"score_spread":0.1818713888414137,"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."}}