{"id":"W7095968299","doi":"","title":"[1-i] Social Media Enactment Study for the District of North Vancouver","year":2013,"lang":"en","type":"article","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Social media; Ethnography; Field (mathematics); Key (lock)","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":[0.0004660884,0.0001531623,0.0002607037,0.001351445,0.008571556,0.002726738,0.000953132,0.000729681,0.006763543],"category_scores_gemma":[0.002143943,0.000368578,0.0001281687,0.002565319,0.0008374311,0.0006436485,0.001726835,0.001438123,0.0009672536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393223,"about_ca_system_score_gemma":0.02026182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9588639,"about_ca_topic_score_gemma":0.9917698,"domain_scores_codex":[0.9991018,0.0001736085,0.00002676629,0.00008382989,0.0002340024,0.0003799784],"domain_scores_gemma":[0.9983918,0.0001996474,0.00009928617,0.00004657605,0.0007529772,0.0005096701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000434324,0.0008358692,0.6777374,0.0004055359,0.00006647807,0.002894244,0.1827938,0.0002681889,0.002805757,0.004557665,0.04828399,0.07891678],"study_design_scores_gemma":[0.00002450216,0.0001541556,0.6300703,0.00007521173,0.00002233612,0.000209202,0.3098481,0.0001415016,0.0006561194,0.0001944847,0.0585712,0.00003296812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468577,0.0003666939,0.0001777877,0.002035674,0.00005294841,0.0002707392,0.002689795,0.00002132762,0.04752736],"genre_scores_gemma":[0.912367,0.0004516433,0.0003230145,0.0008784248,0.00001452987,0.0001919773,0.001222778,0.00002335085,0.08452718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04113615,"threshold_uncertainty_score":0.1010859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04742478434060628,"score_gpt":0.334970229699678,"score_spread":0.2875454453590718,"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."}}