{"id":"W7053396223","doi":"","title":"What Drives Sentiments on Social Media? An Exploratory Study on the 2021 Canadian Federal Election","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Federal election; Sentiment analysis; Social media; Exploratory analysis; Polarization (electrochemistry)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821493,0.00008967287,0.0001567436,0.0001759762,0.0007502639,0.0006036146,0.0002432305,0.0000429047,0.000008976466],"category_scores_gemma":[0.00006793858,0.00005567812,0.0001419728,0.0003085233,0.000008704273,0.001542303,0.00001892211,0.0002336914,0.0001118588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388333,"about_ca_system_score_gemma":0.0003404239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000277505,"about_ca_topic_score_gemma":0.0002281389,"domain_scores_codex":[0.9983115,0.0002924878,0.0004307348,0.00005250071,0.0007018052,0.0002109837],"domain_scores_gemma":[0.998342,0.0002646246,0.0007829359,0.0001090139,0.000430134,0.00007126143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003829469,0.0007418306,0.125988,0.00004105748,0.002841633,0.000001229441,0.3425041,0.01054476,0.0003099925,0.06350058,0.4107363,0.04240767],"study_design_scores_gemma":[0.004009137,0.0002714072,0.05788071,0.0001604274,0.00009821098,0.00000106819,0.8659717,0.02325073,0.0009001115,0.003604981,0.04341861,0.0004328973],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925474,0.000002154621,0.000137236,0.001490244,0.003048874,0.0007069603,0.00005831108,0.000009506127,0.001999304],"genre_scores_gemma":[0.9984755,0.000001858518,2.717501e-7,0.00007801075,0.000886037,0.00004359873,0.00003428096,0.000007750638,0.0004727273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5234676,"threshold_uncertainty_score":0.582067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03876374812172411,"score_gpt":0.3047412855174949,"score_spread":0.2659775373957708,"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."}}