{"id":"W4246539726","doi":"10.32920/ryerson.14638782","title":"Local news poverty in Canadian communities: presentation to the House of Commons Heritage Committee","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Technology and Security Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia; Mitacs","keywords":"Commission; Knight; Scrutiny; Political science; Democracy; Public administration; Commons; Local community; Journalism; CONTEST; Public relations; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.005769323,0.001150147,0.000773804,0.002163724,0.03249181,0.007983971,0.002642525,0.007691158,0.02377422],"category_scores_gemma":[0.007579924,0.0007283366,0.0008401445,0.002572158,0.004111911,0.002178023,0.00544097,0.007906091,0.002660174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08718611,"about_ca_system_score_gemma":0.2001558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747865,"about_ca_topic_score_gemma":0.9883189,"domain_scores_codex":[0.9943215,0.0003226096,0.0001287089,0.000388416,0.002824755,0.002014037],"domain_scores_gemma":[0.9908726,0.0006496828,0.0001594268,0.0001716884,0.004365833,0.003780726],"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":[0.00001558751,0.00003031375,0.0006767681,0.0000933262,0.000005840202,0.0001624005,0.00191696,0.00003718957,0.0001666641,0.0009840647,0.9850259,0.010885],"study_design_scores_gemma":[0.00001098025,0.00001279751,0.005450935,0.0001561139,0.000007502755,0.00002812241,0.006396574,0.00002615524,0.00009610764,0.0001259672,0.9876527,0.00003620807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01518359,0.02726563,0.000309815,0.7845194,0.05799212,0.001036136,0.00337275,0.0001833384,0.1101372],"genre_scores_gemma":[0.1048542,0.03724505,0.001032157,0.2481706,0.02205219,0.001284073,0.003172773,0.0003642535,0.5818247],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08718611,"threshold_uncertainty_score":0.6325825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405221725764991,"score_gpt":0.2522009488727487,"score_spread":0.2281487316150988,"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."}}