{"id":"W2278943012","doi":"10.5539/elt.v9n3p248","title":"Using Movies in EFL Classrooms: A Study Conducted at the English Language Institute (ELI), King Abdul-Aziz University","year":2016,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Perception; English language; Mathematics education; Foreign language; English as a foreign language; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007460819,0.0002612626,0.0003075577,0.0001917747,0.0006283594,0.0001703186,0.0003901194,0.00006970583,0.001565782],"category_scores_gemma":[0.001012492,0.0001670928,0.0001043943,0.00009094351,0.0002644135,0.0007352649,0.0002916766,0.0004827235,0.00003508584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002973856,"about_ca_system_score_gemma":0.00004592569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587097,"about_ca_topic_score_gemma":0.0272181,"domain_scores_codex":[0.9982044,0.000398657,0.0002737992,0.0003874467,0.0002986936,0.0004369872],"domain_scores_gemma":[0.9989499,0.0003413889,0.0001441218,0.0004189534,0.00006496073,0.00008070676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003565725,0.0001461478,0.004248206,0.00001885899,0.00006327133,0.0002852867,0.9813569,0.00001685156,0.002176039,0.00409134,0.0002217384,0.007339662],"study_design_scores_gemma":[0.001543791,0.00006542822,0.0004160282,0.0002184482,0.00006163226,0.000002782948,0.9348592,0.00004022239,0.0002494223,0.00001670853,0.06217283,0.0003535367],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748577,0.0004441685,0.00002201317,0.00006004586,0.001569451,0.0003751566,0.00005344861,0.000272379,0.02234562],"genre_scores_gemma":[0.990339,0.000009562338,0.00005540537,0.0001053169,0.001894035,0.000004836291,0.00001536187,0.00003967451,0.007536855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06195109,"threshold_uncertainty_score":0.9993469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395589891308596,"score_gpt":0.2698761658827473,"score_spread":0.2303171767518877,"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."}}