{"id":"W21528546","doi":"","title":"How HOLLYWOOD Movies Influence International Students to Study in the United States","year":2013,"lang":"en","type":"article","venue":"College and university","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interview; Higher education; International education; China; Focus group; Political science; Study abroad; Psychology; Public relations; Medical education; Sociology; Pedagogy; Medicine; Law","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":[0.0002281853,0.00004388376,0.00005420895,0.0001082963,0.0003560029,0.0001096819,0.0003438289,0.00001931088,0.00002200657],"category_scores_gemma":[0.00006463099,0.00003635967,0.000009935263,0.0003797915,0.00006706772,0.0002728342,0.00009505754,0.00005376652,0.00000452174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004437077,"about_ca_system_score_gemma":0.00002838945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003965979,"about_ca_topic_score_gemma":0.003229927,"domain_scores_codex":[0.9993266,0.0001556082,0.00003878912,0.0001064022,0.0002607174,0.0001118215],"domain_scores_gemma":[0.9997209,0.00006676857,0.00001856164,0.00006134929,0.00007229471,0.00006011486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001728845,0.0002037239,0.7242883,0.000002251067,0.000027182,0.00006006763,0.2702843,0.0000274687,0.0000157479,0.002615437,0.001566156,0.0008921004],"study_design_scores_gemma":[0.0003256947,0.00002917653,0.4356967,0.000005004631,0.000004715734,1.798109e-7,0.5435956,0.0000135117,0.00000199394,0.0001850309,0.02009634,0.00004602241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933672,0.000008801664,0.0000155164,0.003998977,0.00006518538,0.0003403468,0.000006620141,0.00001003481,0.002187324],"genre_scores_gemma":[0.9965623,0.00006834054,0.00002295382,0.000388809,0.00002244173,0.000001034248,0.000001771971,0.000001210603,0.002931164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885916,"threshold_uncertainty_score":0.5995401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245705793630785,"score_gpt":0.2847656840081393,"score_spread":0.2623086260718315,"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."}}