{"id":"W2109775785","doi":"","title":"Program announcement Communication, Culture and Information Technology (CCIT): University of Toronto and Sheridan College","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); Key (lock); Telecommunications; Communications system; Information and Communications Technology; Engineering; Organizational communication; Sociology; Engineering management; Library science; Computer science; Knowledge management; Political science; World Wide Web; Computer security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002566127,0.001282364,0.0007485771,0.002196806,0.005461893,0.004724625,0.001853243,0.003782005,0.3385735],"category_scores_gemma":[0.003629861,0.0005566661,0.0005079686,0.001443924,0.0009744736,0.001021514,0.002607103,0.002652858,0.1048996],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121316,"about_ca_system_score_gemma":0.04831677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2076924,"about_ca_topic_score_gemma":0.513844,"domain_scores_codex":[0.9970856,0.0001069929,0.00003458718,0.0002580264,0.001820093,0.0006946186],"domain_scores_gemma":[0.9812248,0.0004076868,0.0002274499,0.0003465773,0.006123899,0.01166958],"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":[0.00006161215,0.00009286375,0.000281655,0.00005198748,0.00000148545,0.00002552061,0.00005825659,0.00002411181,0.000262648,0.0006370617,0.9858767,0.01262592],"study_design_scores_gemma":[0.00009342933,0.0001558114,0.007161044,0.00007709828,0.000007116868,0.00003903229,0.0004054095,0.0001434031,0.0003953509,0.0001922195,0.9913127,0.00001738261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009600143,0.003123405,0.001475824,0.1171036,0.03531785,0.005445679,0.01911037,0.00355078,0.8052722],"genre_scores_gemma":[0.008999902,0.0007769113,0.0005649607,0.00261192,0.001864309,0.0006030665,0.003621904,0.0002840806,0.980673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9878684,"threshold_uncertainty_score":0.9434446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931698226849591,"score_gpt":0.2285962869990465,"score_spread":0.2192793047305506,"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."}}