{"id":"W4415806375","doi":"10.61882/jhrd.3.3.22","title":"Sentiment Analysis of Twitter Users during the 12-Day Iran-Israel War: A Psychological Approach","year":2025,"lang":"fa","type":"article","venue":"Journal of Health Research and Development","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sentiment analysis; Social media; The Internet","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":[0.0008626645,0.0001802693,0.00022308,0.001046479,0.0005794336,0.0009722576,0.0001341112,0.0002522656,0.001253457],"category_scores_gemma":[0.003292455,0.00008768075,0.0002732312,0.0007869405,0.0003243517,0.0006106898,0.0005428469,0.0003538536,0.0003231908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070381,"about_ca_system_score_gemma":0.0001788108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479161,"about_ca_topic_score_gemma":0.002548438,"domain_scores_codex":[0.9994998,0.0001831704,0.00004340227,0.00005425299,0.0001504331,0.00006891317],"domain_scores_gemma":[0.9980693,0.0007008879,0.0006422163,0.00005408274,0.0004278478,0.0001055621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007060979,0.0001779585,0.8988072,0.0002820116,0.0001066615,0.0003591152,0.03281398,0.0003588141,0.01080934,0.0005873956,0.003136353,0.05185503],"study_design_scores_gemma":[0.000007325922,0.0001794687,0.9536386,0.00003973211,0.00004165144,0.0001439893,0.03913754,0.002624277,0.00146293,0.0002780402,0.002419428,0.00002716024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975359,0.00003488341,0.000335414,0.0001395403,0.00001563991,0.00003414029,0.0002960021,0.00000569165,0.001602679],"genre_scores_gemma":[0.9984555,0.00006507316,0.0005085391,0.00005832175,0.00003019835,0.00005269871,0.0002803647,0.000003451443,0.0005458779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479161,"threshold_uncertainty_score":0.004562199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2527591382581591,"score_gpt":0.452156561617899,"score_spread":0.1993974233597399,"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."}}