{"id":"W2973382154","doi":"10.20319/pijss.2019.52.511530","title":"INFLUENCE OF GRAMMAR TRANSLATION METHOD (GTM) ON LIBYAN STUDENTS’ ENGLISH PERFORMANCE IN COMMUNICATIVE SITUATIONS","year":2019,"lang":"en","type":"article","venue":"PEOPLE International Journal of Social Sciences","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Interview; Class (philosophy); Grammar; Reading (process); Subject (documents); Psychology; Communicative language teaching; Mathematics education; Pedagogy; Political science; Medical education; Linguistics; Medicine; Language education; Law; Library science; Computer science","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":[0.001276469,0.00006758653,0.000164682,0.000215755,0.000106074,0.00008239176,0.001568875,0.00002872268,0.00001921896],"category_scores_gemma":[0.0002554292,0.00005648646,0.00006357736,0.000462629,0.000074708,0.0005546879,0.0001310522,0.0001342765,0.000003293395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000759571,"about_ca_system_score_gemma":0.00008856652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100069,"about_ca_topic_score_gemma":0.00006852483,"domain_scores_codex":[0.9983292,0.0001107519,0.0003926823,0.000119368,0.0009373314,0.0001107279],"domain_scores_gemma":[0.9983662,0.0004372768,0.0004341631,0.00008477017,0.000657134,0.00002050133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612218,0.0008795802,0.4232773,0.00003543947,0.0002137436,0.00001132736,0.3228294,0.05589047,0.001201033,0.1308617,0.00009517256,0.0645436],"study_design_scores_gemma":[0.0009623808,0.000434729,0.9806214,0.0001498739,0.00001009384,0.00000636255,0.004181433,0.008790601,0.0006325274,0.003507322,0.0005557502,0.0001475558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904863,0.0000632477,0.005357699,0.001046238,0.0004452008,0.00008354046,0.000002731939,0.000006742466,0.002508311],"genre_scores_gemma":[0.9910908,0.00008033102,0.008503098,0.0001762724,0.0001360027,0.000002121518,8.639154e-7,0.000001903543,0.000008622119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.557344,"threshold_uncertainty_score":0.2915386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946265594254501,"score_gpt":0.3521901767223483,"score_spread":0.3327275207798033,"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."}}