{"id":"W1862184006","doi":"","title":"Speaking for IELTS","year":2011,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Test of English as a Foreign Language; Reading (process); Language assessment; Active listening; Computer science; Psychology; Mathematics education; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00307012,0.001597861,0.001025565,0.002627268,0.003398157,0.0082229,0.001785965,0.002294696,0.6292986],"category_scores_gemma":[0.01750605,0.0006661745,0.0008966416,0.001831535,0.001069217,0.008083805,0.008183531,0.003216906,0.6597823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274603,"about_ca_system_score_gemma":0.00287232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220122,"about_ca_topic_score_gemma":0.006004316,"domain_scores_codex":[0.9952338,0.000865844,0.000372995,0.0007793897,0.001943117,0.0008048145],"domain_scores_gemma":[0.9857895,0.001469694,0.000758893,0.002296905,0.005506186,0.004178807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003980326,0.00002465744,0.0003190874,0.00007985513,0.000002613589,0.00007826027,0.0003365083,0.00001287568,0.0003903907,0.001060907,0.9454633,0.05219178],"study_design_scores_gemma":[0.000005721739,0.00001738392,0.0005867057,0.00006333162,0.000002580028,0.0001278108,0.0003636373,0.00004058673,0.0003011435,0.0005891877,0.9978831,0.00001880668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003409113,0.00145815,0.00837456,0.01548417,0.008350116,0.0003231906,0.01184268,0.03632584,0.9144322],"genre_scores_gemma":[0.01206609,0.001123224,0.005441676,0.009174114,0.00189458,0.0002778794,0.01423957,0.01312394,0.9426588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6292986,"threshold_uncertainty_score":0.5287606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824945842976535,"score_gpt":0.3260519381605145,"score_spread":0.2978024797307492,"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."}}