{"id":"W6976801847","doi":"10.6084/m9.figshare.20277855.v3","title":"The Reach of Russian Propaganda &amp; Disinformation in Canada","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Politics; Social media; Public opinion; Consumption (sociology); General Social Survey","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014747,0.00004407068,0.0001027105,0.0001145596,0.0002175733,0.00004795546,0.0006642073,0.000009595615,0.03449642],"category_scores_gemma":[0.07290144,0.0000256234,0.00002484953,0.001601847,0.000003637451,0.00008536928,0.00024744,0.000134405,0.00003397164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394483,"about_ca_system_score_gemma":0.0004881581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09175897,"about_ca_topic_score_gemma":0.3219282,"domain_scores_codex":[0.9982295,0.0002234857,0.0004018382,0.0001111075,0.0008932928,0.0001407651],"domain_scores_gemma":[0.9896268,0.009605519,0.0003144006,0.0003612796,0.00006207942,0.00002992219],"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":[0.00001690021,0.000008874506,0.01219306,0.00001174081,0.000002973444,0.000003832116,0.0004151241,0.001100419,0.000005478072,0.0001321558,0.7082574,0.2778521],"study_design_scores_gemma":[0.0001151303,0.00001694143,0.2362849,0.00003788259,4.862057e-7,0.000006851519,0.001706043,0.001265163,0.00003016821,0.001780863,0.7586892,0.00006645525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.378177,0.002931872,0.0001363593,0.008414141,0.002702166,0.002248526,0.3198462,0.0001171347,0.2854267],"genre_scores_gemma":[0.9972134,9.770426e-7,0.000266137,0.0001072572,0.00001502098,0.00006472849,0.001852669,0.00000309337,0.0004767237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6190364,"threshold_uncertainty_score":0.9663862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4739551993564928,"score_gpt":0.4124652963856675,"score_spread":0.06148990297082535,"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."}}