{"id":"W2906893334","doi":"10.5539/ijel.v9n1p343","title":"English Passive Alternation by Saudi EFL Students","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grammaticality; Alternation (linguistics); Task (project management); Psychology; Similarity (geometry); Linguistics; Mathematics education; Computer science; Artificial intelligence; Grammar; Engineering; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001214822,0.0004567306,0.0003544565,0.0007315166,0.0006439464,0.001573619,0.0002458936,0.000563403,0.003141469],"category_scores_gemma":[0.004727308,0.0001633714,0.0002333224,0.0003702556,0.0008029933,0.000820247,0.0009000971,0.0005813944,0.001036123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219868,"about_ca_system_score_gemma":0.000403677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045878,"about_ca_topic_score_gemma":0.003201884,"domain_scores_codex":[0.9991804,0.0001654852,0.0001285995,0.00008982066,0.0003162098,0.0001194191],"domain_scores_gemma":[0.9967885,0.0006403647,0.001072279,0.0001854359,0.001029163,0.0002842241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005218337,0.0006977278,0.6880321,0.0002551006,0.0000423064,0.002910273,0.1978195,0.000126036,0.04172447,0.0007514873,0.0008557435,0.06626347],"study_design_scores_gemma":[0.00007029682,0.001615215,0.6619766,0.0002069635,0.0001011709,0.01098738,0.2860558,0.001584062,0.01495606,0.001426806,0.02087977,0.0001398654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991865,0.00004866349,0.00006208569,0.0000395783,0.00000419107,0.000004153556,0.00001192432,0.000002710729,0.0006403559],"genre_scores_gemma":[0.9984528,0.00008734158,0.0001008511,0.00004985975,0.000003548308,0.000004862782,0.00002993424,0.000003835707,0.001266882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003141469,"threshold_uncertainty_score":0.01050925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787718753162702,"score_gpt":0.2837904344859689,"score_spread":0.2659132469543419,"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."}}