{"id":"W2142140880","doi":"10.1558/cj.v21i2.245-263","title":"The Computerized Mini-AMTB","year":2004,"lang":"en","type":"article","venue":"CALICO Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Session (web analytics); Psychology; Anxiety; Orientation (vector space); Reliability (semiconductor); Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004492892,0.00007908971,0.00009159289,0.00002933107,0.001861529,0.0007760594,0.0001906993,0.00002069877,0.0003797127],"category_scores_gemma":[0.00004468256,0.00004638169,0.00009011132,0.00001255385,0.0001405063,0.00009411229,0.00002212901,0.0005039691,0.0001459051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003625423,"about_ca_system_score_gemma":0.00004376793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003026387,"about_ca_topic_score_gemma":0.00006268393,"domain_scores_codex":[0.9993119,0.00008551588,0.0001784156,0.00006862065,0.0001464212,0.0002091743],"domain_scores_gemma":[0.9996119,0.00006852004,0.00008863068,0.00009929244,0.00005079392,0.00008082092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000578347,0.0001170521,0.0003506689,0.00001232803,0.0001437658,0.0001405156,0.1135416,0.0005461395,0.0003204817,0.7854819,0.04805084,0.05123692],"study_design_scores_gemma":[0.0005219255,0.00005586647,0.0001896037,0.00003578152,0.0000087842,0.0001489925,0.002044305,0.0000465814,0.00001735362,0.004281296,0.9925672,0.00008225801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788019,0.001508527,0.002953494,0.01141495,0.005108833,0.00009512527,0.000003804606,0.00016383,0.09994948],"genre_scores_gemma":[0.9866403,0.000045094,0.0002504012,0.0009033099,0.003528384,0.000001390555,0.000001284106,0.00001614832,0.008613738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9445164,"threshold_uncertainty_score":0.9994379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108226855751902,"score_gpt":0.2393874125058068,"score_spread":0.2083051439482878,"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."}}