{"id":"W4365519750","doi":"10.54254/2753-7064/2/2022433","title":"Personality and Film Genre Preferences: An Analysis Based on the Big Five Model","year":2023,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Conscientiousness; Openness to experience; Agreeableness; Big Five personality traits; Extraversion and introversion; Psychology; Personality; Big Five personality traits and culture; Hierarchical structure of the Big Five; Film genre; Alternative five model of personality; Social psychology; Affect (linguistics); Entertainment; Political science; Art","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":[0.002603702,0.0003843697,0.000362365,0.00221616,0.0007216161,0.0007917009,0.0002524109,0.0002488694,0.001277404],"category_scores_gemma":[0.005744151,0.0001714278,0.001235979,0.001632151,0.0002637373,0.0004178121,0.0006212312,0.0005204558,0.0001395313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005298977,"about_ca_system_score_gemma":0.0004797762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350391,"about_ca_topic_score_gemma":0.003956149,"domain_scores_codex":[0.9988737,0.0004520733,0.0001270028,0.00008487797,0.0003513819,0.0001108879],"domain_scores_gemma":[0.9950557,0.002161182,0.0009589247,0.0002872492,0.0009506815,0.0005861784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232657,0.00009268861,0.979142,0.0000450186,0.0001624929,0.000112673,0.00116552,0.0004850999,0.0005584388,0.0002847282,0.0002848374,0.01754336],"study_design_scores_gemma":[0.000007105297,0.0001437662,0.9917768,0.00002733515,0.00005359308,0.00009678685,0.001250607,0.005640662,0.0001804955,0.0003865378,0.0004224048,0.00001379111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947872,0.0001379733,0.002758914,0.000135693,0.00001648124,0.00009197714,0.0002661183,0.00001172433,0.001793898],"genre_scores_gemma":[0.9974515,0.00008262043,0.001951032,0.00001404312,0.000007823826,0.00005557972,0.0002533949,0.000002122063,0.0001818986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00350391,"threshold_uncertainty_score":0.01376981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7125649104677514,"score_gpt":0.4800122224806259,"score_spread":0.2325526879871255,"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."}}