{"id":"W6940879701","doi":"10.11575/prism/39581","title":"To Regulate or Not to Regulate? The Future of Disinformation in Canada","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Government (linguistics); Social media; Politics; Transparency (behavior)","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":[0.009950854,0.0005413059,0.001051299,0.003682615,0.03122867,0.02429039,0.004743732,0.00880859,0.0130855],"category_scores_gemma":[0.02250057,0.0007002719,0.001103838,0.005988766,0.01981982,0.006500158,0.006879023,0.01179347,0.001199915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3442536,"about_ca_system_score_gemma":0.63512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965596,"about_ca_topic_score_gemma":0.9977239,"domain_scores_codex":[0.9833133,0.00154045,0.000530601,0.00129888,0.006958492,0.006358244],"domain_scores_gemma":[0.9462002,0.007472802,0.001863993,0.0008152395,0.0209057,0.02274206],"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":[0.0002014064,0.0001689324,0.02133332,0.001401944,0.00009846081,0.001903473,0.01892784,0.001001395,0.0007911424,0.299812,0.4706426,0.1837175],"study_design_scores_gemma":[0.00007673032,0.00006741144,0.02730178,0.0026498,0.0001055863,0.0004699738,0.03002121,0.001221611,0.0008396633,0.0291839,0.907617,0.0004453031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02765092,0.05231618,0.0008995003,0.8321642,0.002984766,0.00009457474,0.0008854544,0.0001166847,0.08288775],"genre_scores_gemma":[0.5642545,0.08424211,0.004283034,0.2603948,0.001207342,0.0001141853,0.001249251,0.0002113968,0.08404337],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3442536,"threshold_uncertainty_score":0.7605729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876247639763063,"score_gpt":0.2449285984449402,"score_spread":0.2261661220473096,"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."}}