{"id":"W4214857222","doi":"10.2139/ssrn.4037523","title":"Tweet in Unison? Examining Content Coordination and Social Media Engagement during Disasters","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Unison; Social media; Content (measure theory); Social psychology; Internet privacy; Public relations; Psychology; Political science; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002218343,0.0002232843,0.0003345145,0.001996867,0.001428422,0.004632809,0.0007541713,0.001293809,0.006340351],"category_scores_gemma":[0.04187076,0.0003726787,0.0002489604,0.002192791,0.0006660821,0.004060905,0.002642996,0.001107342,0.001145335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000824895,"about_ca_system_score_gemma":0.0007376141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008464891,"about_ca_topic_score_gemma":0.01289029,"domain_scores_codex":[0.9981389,0.000733898,0.0001437873,0.0003528357,0.0003514316,0.0002790912],"domain_scores_gemma":[0.964216,0.02045172,0.009669577,0.001609218,0.001897236,0.002156205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008106956,0.0004061575,0.8678092,0.0002449032,0.0002576523,0.0003216376,0.07627001,0.0004337299,0.004471307,0.002013292,0.002955947,0.04400547],"study_design_scores_gemma":[0.0000191024,0.0001565166,0.9062357,0.000107297,0.0001092157,0.0001379464,0.08578761,0.00110314,0.0005124605,0.001224435,0.004573777,0.00003284303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932914,0.0001782383,0.0003607272,0.0005450599,0.0000259335,0.00002321908,0.0002771498,0.00001600906,0.005282285],"genre_scores_gemma":[0.9977812,0.000112511,0.000308971,0.0001054496,0.00003531301,0.00006002588,0.0002485378,0.00002130973,0.001326672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008464891,"threshold_uncertainty_score":0.02121061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527844564474613,"score_gpt":0.2925273781490487,"score_spread":0.2397429217015874,"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."}}