{"id":"W6982340750","doi":"","title":"ILDS Newsletter No. 24","year":2012,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Evening; Executive committee; Vice president; Sense of humor","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":[0.001138496,0.0009591577,0.0005892588,0.001687601,0.002160378,0.005543584,0.001038566,0.002491142,0.6437118],"category_scores_gemma":[0.003208872,0.0003588565,0.0005697373,0.001281281,0.0003661469,0.001813118,0.001841314,0.002280534,0.6068633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115658,"about_ca_system_score_gemma":0.00183965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003352405,"about_ca_topic_score_gemma":0.008959323,"domain_scores_codex":[0.9990465,0.00009751182,0.00004254106,0.00008956162,0.0005425402,0.0001813197],"domain_scores_gemma":[0.9974916,0.0002581024,0.0001082684,0.0001425615,0.001148964,0.0008504874],"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":[0.00001924919,0.00001864934,0.0000534768,0.00003114604,5.77487e-7,0.00002875206,0.00001012955,0.000005238171,0.00007822785,0.0001935774,0.9842338,0.0153272],"study_design_scores_gemma":[0.000005371235,0.00001037565,0.0002813949,0.000028836,6.162988e-7,0.00002119864,0.00003198494,0.00001167853,0.00003778255,0.00006120933,0.9995072,0.000002421737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008169432,0.002530094,0.0002621438,0.01272572,0.03032545,0.0001561098,0.002967527,0.001276256,0.9489398],"genre_scores_gemma":[0.0009225548,0.0005498148,0.0000683382,0.002071891,0.002804088,0.00003211119,0.001471221,0.0001268108,0.9919531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6437118,"threshold_uncertainty_score":0.5082018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130577825667495,"score_gpt":0.2862228843930774,"score_spread":0.1731651018263279,"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."}}