{"id":"W4206021341","doi":"10.5430/jct.v11n1p45","title":"The Experimental Study of the Effect of Functional-Variational Factors on the Results of Linguistic Testing","year":2022,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Computer science; Equivalence (formal languages); Empirical research; Reliability (semiconductor); Quality (philosophy); Wilcoxon signed-rank test; Relevance (law); Mathematics education; Variance (accounting); Psychology; Mathematics; Statistics; Power (physics); Epistemology","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":[0.005862628,0.0009100383,0.0005777456,0.0007673261,0.0004961948,0.001488612,0.0009129464,0.0009086087,0.008520688],"category_scores_gemma":[0.06002076,0.0004950011,0.0004234808,0.0005339541,0.00172047,0.0008479971,0.001186392,0.0008800279,0.0005999666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917181,"about_ca_system_score_gemma":0.0006752078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241291,"about_ca_topic_score_gemma":0.000170292,"domain_scores_codex":[0.9885725,0.006045996,0.001034035,0.00178673,0.002051349,0.0005093886],"domain_scores_gemma":[0.8828086,0.09896293,0.006218926,0.007586749,0.003223593,0.001199315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04588378,0.03984201,0.07382021,0.00344454,0.0004676051,0.0007237134,0.02097287,0.005101835,0.5129341,0.01265637,0.00132488,0.2828282],"study_design_scores_gemma":[0.002701502,0.2350523,0.3248332,0.0004709931,0.0008910941,0.001139593,0.006697549,0.02317552,0.3787306,0.01422798,0.01159293,0.0004866965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854383,0.000120165,0.009345583,0.00006702273,0.00009857747,0.0004718915,0.000112839,0.00009899463,0.004246682],"genre_scores_gemma":[0.9883643,0.00007694929,0.009603429,0.00004112499,0.00006418406,0.0005439628,0.00007376305,0.00004487038,0.001187281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008520688,"threshold_uncertainty_score":0.03100491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194972158816036,"score_gpt":0.338121569170968,"score_spread":0.3061718475828077,"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."}}