{"id":"W3088093735","doi":"10.22230/cjc.2020v45n3a3587","title":"Tweeting Tsunami: Influence and Early Warning in British Columbia","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Warning system; Early warning system; Event (particle physics); Geography; Key (lock); Computer science; Computer security; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005942262,0.0002469292,0.0003232075,0.001823749,0.003658094,0.002717981,0.0009386346,0.0003790505,0.005099398],"category_scores_gemma":[0.007217188,0.0001936004,0.000149827,0.004187259,0.001146398,0.0006946595,0.001531898,0.0008322337,0.0004766338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0272822,"about_ca_system_score_gemma":0.02062194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938383,"about_ca_topic_score_gemma":0.9957885,"domain_scores_codex":[0.9994336,0.00009445243,0.00002451734,0.00008674487,0.0001683032,0.0001923378],"domain_scores_gemma":[0.9959884,0.001054174,0.0003114894,0.0001184478,0.001745721,0.0007818351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002855854,0.0001533907,0.8917729,0.0001381065,0.00008439754,0.000793481,0.02379778,0.002504785,0.0008115909,0.002530643,0.01336894,0.0637584],"study_design_scores_gemma":[0.00001406902,0.00003574061,0.9280778,0.0001272312,0.00005401691,0.00007641602,0.05241179,0.004772446,0.0003315393,0.0006710929,0.01336829,0.00005964456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983219,0.0003180332,0.0002338899,0.001243278,0.00001796613,0.00004075404,0.001210166,0.00002075344,0.01369626],"genre_scores_gemma":[0.9938583,0.0002980074,0.000145824,0.00008214039,0.000004123754,0.00001851367,0.0003512779,0.00001008562,0.005231671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0272822,"threshold_uncertainty_score":0.1979472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009638437906654074,"score_gpt":0.2173726659887311,"score_spread":0.207734228082077,"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."}}