{"id":"W4220660523","doi":"10.1080/15325024.2022.2044701","title":"Social Media Users’ Reactions to Suicide","year":2022,"lang":"en","type":"article","venue":"Journal of Loss and Trauma","topic":"Mental Health via Writing","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sadness; Surprise; Empathy; Psychology; Irony; Social psychology; Social media; Anger; Political science","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":[0.001136444,0.0002605362,0.0002188434,0.001202772,0.0005847786,0.001111498,0.0001393727,0.0004505936,0.002441768],"category_scores_gemma":[0.009894297,0.0001616492,0.0002194238,0.0005806291,0.0004213105,0.0009096187,0.001014536,0.0005325693,0.0006251977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961516,"about_ca_system_score_gemma":0.0001288466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186532,"about_ca_topic_score_gemma":0.001501839,"domain_scores_codex":[0.998553,0.0008180565,0.0001553279,0.00009181771,0.0002846884,0.00009708386],"domain_scores_gemma":[0.9894627,0.005800428,0.00246405,0.0004325196,0.001287021,0.0005533186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004952829,0.0002103782,0.8237149,0.0003636707,0.0001121596,0.0008924365,0.1218154,0.0001513819,0.006230871,0.0002337822,0.00166206,0.04411767],"study_design_scores_gemma":[0.00001651279,0.0005560885,0.8186084,0.0001653593,0.00007962072,0.001253324,0.1661916,0.001093094,0.00280214,0.0002094568,0.008941295,0.0000830897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980205,0.00008165804,0.0001188924,0.0001340732,0.00001202951,0.00001757551,0.0001222998,0.000008645655,0.001484273],"genre_scores_gemma":[0.9988652,0.0001230127,0.0001519379,0.00009968685,0.00002214398,0.00003235932,0.0000975931,0.00000456027,0.0006034415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002441768,"threshold_uncertainty_score":0.008168519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034523494184411,"score_gpt":0.4090385338327429,"score_spread":0.3055861844143017,"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."}}