{"id":"W2032983709","doi":"10.7202/1025923ar","title":"One of Us? From Bad Taste to Empathy. Otherness in Contemporary Hollywood Movies","year":2014,"lang":"en","type":"article","venue":"Recherches sémiotiques","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hollywood; Comics; Normality; Taste; Empathy; Drama; Movie theater; Aesthetics; Representation (politics); Psychology; Vulnerability (computing); Joke; Sociology; Character (mathematics); Social psychology; Art; Literature; Computer science; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197634,0.0001742314,0.0007895152,0.0002344466,0.00002312292,0.00002088728,0.0002288536,0.0001693147,0.00006875626],"category_scores_gemma":[0.001003328,0.0001947608,0.00009939539,0.0002387237,0.00006150713,0.0001317305,0.00009551574,0.0001874924,0.0001218142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082498,"about_ca_system_score_gemma":0.00003257406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007708738,"about_ca_topic_score_gemma":0.001974325,"domain_scores_codex":[0.99858,0.0001058329,0.000658952,0.0003799731,0.00004479674,0.0002304673],"domain_scores_gemma":[0.9988672,0.0004218556,0.0002367759,0.0003473616,0.00004291985,0.00008387674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001528941,0.0005330812,0.9159948,0.0002023849,0.0002044827,0.000004068617,0.03100101,0.00002663271,0.001999376,0.03353844,0.002258274,0.01408456],"study_design_scores_gemma":[0.001460076,0.0003853226,0.836042,0.0004544491,0.00001229685,5.128199e-7,0.001760047,0.0002133419,0.02052701,0.1033541,0.03513477,0.0006560409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427839,0.005426683,0.001092246,0.001681567,0.0001933894,0.0002660779,0.0001134653,0.00004623977,0.04839643],"genre_scores_gemma":[0.9931549,0.0006152078,0.004555634,0.0004056039,0.0001427008,0.00004131224,0.00001233498,0.0000309472,0.001041315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07995278,"threshold_uncertainty_score":0.998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1857129962707877,"score_gpt":0.3034736152365979,"score_spread":0.1177606189658102,"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."}}