{"id":"W2018972047","doi":"10.2466/21.09.pr0.114k25w1","title":"Happy Twitter Tweets are More Likely in American States with Lower Levels of Resident Neuroticism","year":2014,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Conscientiousness; Agreeableness; Neuroticism; Psychology; Happiness; Extraversion and introversion; Openness to experience; Hierarchical structure of the Big Five; Big Five personality traits; Personality; Population; Socioeconomic status; Social psychology; Demography; Developmental psychology; Sociology","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":[0.0002083778,0.0001004029,0.0001281782,0.0006021225,0.0004096217,0.0006817611,0.00008221405,0.0001749893,0.00516662],"category_scores_gemma":[0.00165022,0.0001435076,0.0002090188,0.000601295,0.0001498701,0.0003332235,0.000433462,0.0004232206,0.0004195641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815269,"about_ca_system_score_gemma":0.00008191596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320035,"about_ca_topic_score_gemma":0.005433874,"domain_scores_codex":[0.999869,0.00003562246,0.00001294837,0.00002795173,0.00002136752,0.00003303619],"domain_scores_gemma":[0.9984067,0.0002578757,0.0008941959,0.00006366747,0.00009233178,0.0002852624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008277806,0.00003587777,0.9961194,0.000007252788,0.00004445567,0.00007722212,0.0003259294,0.00003030642,0.0005534547,0.0000504264,0.0004172607,0.002255611],"study_design_scores_gemma":[0.000001104765,0.000009797077,0.9989476,0.000002990848,0.00000974613,0.00005581495,0.0005348008,0.0001042847,0.00005590328,0.00004148179,0.0002342107,0.000002232538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987016,0.00003665936,0.00007097438,0.00008640881,0.00001469481,0.000003110448,0.0002102554,0.000004373857,0.0008719343],"genre_scores_gemma":[0.9988715,0.00005474532,0.00005580347,0.00004116126,0.00002028494,0.000004403945,0.0002710885,0.000002787418,0.0006782705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00516662,"threshold_uncertainty_score":0.0172841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873796511320784,"score_gpt":0.3744133000789232,"score_spread":0.3156753349657153,"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."}}