{"id":"W2805084330","doi":"10.5267/j.ijdns.2017.1.001","title":"Social media in Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001501008,0.0004003555,0.0004801354,0.004478892,0.01891477,0.01037872,0.001336948,0.001288086,0.02773861],"category_scores_gemma":[0.007782436,0.0003926301,0.0004388154,0.01223574,0.002895747,0.002654828,0.003165854,0.002683014,0.002580543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1233373,"about_ca_system_score_gemma":0.2709469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970234,"about_ca_topic_score_gemma":0.9974433,"domain_scores_codex":[0.9957722,0.0002507012,0.0001202168,0.0003490971,0.002043531,0.001464237],"domain_scores_gemma":[0.9884071,0.001035389,0.0005124192,0.0002317315,0.005239541,0.004573772],"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":[0.0002012385,0.0002210827,0.08608303,0.0009252682,0.00006638494,0.00172535,0.02520748,0.0005992182,0.001093691,0.1660774,0.446466,0.2713338],"study_design_scores_gemma":[0.00002183994,0.0000264892,0.1326862,0.0004972788,0.00002480517,0.0001946253,0.01765138,0.0005539053,0.0002824359,0.00206333,0.8459023,0.00009554234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1975629,0.02353197,0.001473015,0.1496011,0.002948138,0.0004266468,0.0266807,0.0006008875,0.5971745],"genre_scores_gemma":[0.723579,0.0219698,0.001924265,0.01229828,0.0004831711,0.0001651344,0.00543524,0.0002624835,0.2338827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1233373,"threshold_uncertainty_score":0.894879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0859540223696716,"score_gpt":0.4048464586337311,"score_spread":0.3188924362640595,"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."}}