{"id":"W2005615413","doi":"10.5539/elt.v5n3p16","title":"The Influence of Process Approach on English as Second Language Students’ Performances in Essay Writing","year":2012,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Test (biology); Mathematics education; Psychology; Curriculum; Control (management); Christian ministry; English language; Significant difference; Language assessment; Pedagogy; Computer science; 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":[0.003335819,0.0002367723,0.0002678088,0.0001554365,0.0007506891,0.0003442192,0.0005773505,0.00006819527,0.0001788562],"category_scores_gemma":[0.00173813,0.000171349,0.00007521331,0.00006508006,0.0001423958,0.000837889,0.00009871987,0.001501764,0.0000138987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006250512,"about_ca_system_score_gemma":0.00002997286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003693844,"about_ca_topic_score_gemma":0.0002024162,"domain_scores_codex":[0.9978332,0.0004365799,0.0004234481,0.0002479963,0.0004958513,0.0005629436],"domain_scores_gemma":[0.9987629,0.0005415216,0.0002312564,0.0003204863,0.00006357305,0.00008025427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001907923,0.0001738196,0.02680865,0.000126339,0.00002472315,0.000003910217,0.957699,0.0004892581,0.00004502579,0.01016264,0.00003528902,0.004412232],"study_design_scores_gemma":[0.000473767,0.00007967536,0.002989768,0.0002914055,0.0000162312,0.00000215235,0.9855851,0.00009832776,0.0002231146,0.00001543347,0.009928111,0.0002969408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294805,0.0009148089,0.00000141685,0.000007420525,0.0003073697,0.0001704688,0.000005842103,0.0001611815,0.1689509],"genre_scores_gemma":[0.9950914,0.000004827921,0.00005111593,0.0001268807,0.001952765,0.00003763757,0.00001676251,0.00004120796,0.002677379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662736,"threshold_uncertainty_score":0.698741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009921167779503005,"score_gpt":0.2738211958496669,"score_spread":0.2639000280701639,"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."}}