{"id":"W4403905407","doi":"10.5539/elt.v17n11p113","title":"A Study on the Relationship between Field Cognitive Style and English Reading Strategy Choice","year":2024,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cognitive style; Reading (process); Style (visual arts); Cognition; Field dependence; Field (mathematics); Cognitive psychology; Reading comprehension; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478475,0.0002945834,0.000313504,0.001115233,0.00051887,0.0009140488,0.0003324302,0.0003255206,0.003575176],"category_scores_gemma":[0.005853326,0.0002148187,0.0007114768,0.001042318,0.0004342915,0.0006593708,0.0004656237,0.0006744331,0.0003494699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921092,"about_ca_system_score_gemma":0.001026235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781027,"about_ca_topic_score_gemma":0.006531797,"domain_scores_codex":[0.9992253,0.0002469782,0.00008651944,0.0001310311,0.0001905721,0.0001197166],"domain_scores_gemma":[0.9928908,0.003336405,0.001576912,0.00026516,0.0007092179,0.001221467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005945238,0.0004481092,0.9917397,0.00002002776,0.00005628087,0.000128594,0.00247439,0.00003067906,0.0001962942,0.00008475342,0.0001019131,0.004659708],"study_design_scores_gemma":[0.000009342682,0.0002559592,0.9962726,0.00001086435,0.00001990017,0.00008228435,0.002741839,0.0002217294,0.00006407224,0.00007000259,0.0002455676,0.000005847749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993455,0.00002965177,0.00004703429,0.00002325701,0.000002560227,0.00000928811,0.00002382748,8.038109e-7,0.0005180608],"genre_scores_gemma":[0.998868,0.00007244871,0.000125816,0.00002831915,0.000006538105,0.00002566898,0.00007836092,0.000001445612,0.0007933597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005781027,"threshold_uncertainty_score":0.01196015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477835046011672,"score_gpt":0.370245785445782,"score_spread":0.3224622808446148,"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."}}