{"id":"W4367840370","doi":"10.32920/22750811.v1","title":"How Ottawa should spend its $50 million to support local news","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233087,0.0004275659,0.0003250696,0.001537544,0.01184893,0.01221848,0.0009202943,0.00312743,0.2202628],"category_scores_gemma":[0.006442927,0.0005114902,0.0003138171,0.002259459,0.00213813,0.00362723,0.001691278,0.002283347,0.06984996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03264803,"about_ca_system_score_gemma":0.06349859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.950079,"about_ca_topic_score_gemma":0.9799047,"domain_scores_codex":[0.9984857,0.0001039206,0.0000454631,0.0001356877,0.0007585896,0.0004706382],"domain_scores_gemma":[0.9926189,0.0003961654,0.0001808032,0.0002950409,0.00290584,0.003603268],"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":[0.00002325826,0.00001117052,0.0006711382,0.00006327323,0.000006278571,0.00004659122,0.0004188611,0.00002798323,0.0001198247,0.006961802,0.9774694,0.01418031],"study_design_scores_gemma":[0.000005903804,0.000003304257,0.00236351,0.00005446581,0.000005846927,0.00001762152,0.001066974,0.00002249569,0.0001199867,0.0003789103,0.9959453,0.00001569775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006061402,0.005226484,0.0003504292,0.1493865,0.007630376,0.0001221149,0.01045922,0.0007449692,0.8200186],"genre_scores_gemma":[0.04133831,0.003281361,0.0009942768,0.00812534,0.0003914151,0.00003861423,0.002330617,0.0004027069,0.9430973],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2202628,"threshold_uncertainty_score":0.7368526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236188044071146,"score_gpt":0.3277875828239051,"score_spread":0.2041687784167905,"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."}}