{"id":"W4243083438","doi":"10.2139/ssrn.3158771","title":"The State of Social Media in Canada 2017","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Social media; State (computer science); Political science; Media studies; Sociology; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00226358,0.0003999727,0.0005676805,0.006287559,0.008144603,0.01409464,0.001895168,0.00209679,0.01427214],"category_scores_gemma":[0.01090899,0.0005716847,0.0005539007,0.01384168,0.00338245,0.003081162,0.002982735,0.003402895,0.001377186],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1788712,"about_ca_system_score_gemma":0.3247643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974342,"about_ca_topic_score_gemma":0.9983455,"domain_scores_codex":[0.9933916,0.0002662688,0.0002369283,0.000413309,0.003230693,0.00246116],"domain_scores_gemma":[0.9775755,0.001605009,0.001458972,0.0002554774,0.01303991,0.006065121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000571044,0.0002581795,0.1718496,0.001431707,0.0002051412,0.001024132,0.01604098,0.00126687,0.001167743,0.1575724,0.3689156,0.2796966],"study_design_scores_gemma":[0.00003445514,0.00005014207,0.3126808,0.001184978,0.00007424481,0.000145272,0.0174595,0.001128408,0.0007180071,0.002629763,0.6637326,0.000162002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3517308,0.06152847,0.001217284,0.2765958,0.003854167,0.0002527807,0.04361591,0.0006382273,0.2605665],"genre_scores_gemma":[0.8731605,0.0211421,0.0009722176,0.01066274,0.0007598599,0.00008008344,0.005294263,0.0001474627,0.08778082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1788712,"threshold_uncertainty_score":0.9523931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03450282089457894,"score_gpt":0.3512738939648345,"score_spread":0.3167710730702555,"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."}}