{"id":"W4285592655","doi":"10.5539/elt.v15n8p23","title":"Use, Errors, and Self-Perceptions of Thai EFL Learners with Conditional Sentences","year":2022,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kasetsart University","keywords":"Psychology; Test (biology); Zero (linguistics); Perception; Mathematics education; Linguistics","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":[0.0004778412,0.0001236466,0.0001609362,0.0001602491,0.0003779371,0.00003826585,0.000125574,0.00003972788,0.02543283],"category_scores_gemma":[0.0001129407,0.0001138535,0.0000468083,0.0001227458,0.00007543051,0.0001884637,0.00007017791,0.0006827739,0.00000945682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003192524,"about_ca_system_score_gemma":0.00002001576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004301582,"about_ca_topic_score_gemma":0.00001868707,"domain_scores_codex":[0.9985816,0.000537376,0.0001711586,0.0002702316,0.0002311102,0.000208539],"domain_scores_gemma":[0.9993495,0.0002439643,0.0001154282,0.0002051132,0.00001961589,0.00006633037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006396076,0.000300862,0.02926567,0.00001905312,0.0001946054,0.0002364039,0.953492,0.0006376894,0.0008998672,0.01063047,0.001562977,0.002696485],"study_design_scores_gemma":[0.0007351405,0.0002074758,0.01524956,0.0000139919,0.00004290685,0.000176975,0.9777595,0.0001087117,0.00002069472,0.00002049681,0.005459618,0.0002049583],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864241,0.0007225373,0.0002562077,0.00007620145,0.0002289304,0.0001183819,0.00006861288,0.0002124301,0.01189257],"genre_scores_gemma":[0.995636,0.000001303602,0.001115515,0.001128383,0.0001902687,0.00003704554,0.0002207958,0.00002458057,0.001646043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542337,"threshold_uncertainty_score":0.9754581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056306949311398,"score_gpt":0.2794187989837321,"score_spread":0.2688557294906181,"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."}}