{"id":"W7013289430","doi":"","title":"Zpeaking","year":2005,"lang":"en","type":"article","venue":"Iowa State University Digital Repository (Iowa State University)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridiculous; Rest (music); Revelation; Agency (philosophy); Form of the Good","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001163878,0.0002894844,0.0003146071,0.000266484,0.002645387,0.0003152454,0.0006912351,0.0001243359,0.00003721484],"category_scores_gemma":[0.0001307902,0.0003365555,0.0002442618,0.0006891152,0.000920593,0.001775431,0.0003401318,0.0002826545,0.0001444029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480302,"about_ca_system_score_gemma":0.0003273193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002683808,"about_ca_topic_score_gemma":0.002186682,"domain_scores_codex":[0.9977546,0.0001806508,0.0002083925,0.0005390588,0.0005791597,0.0007380969],"domain_scores_gemma":[0.9984534,0.0002025515,0.0002165017,0.0002393383,0.0004527813,0.0004354636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002165693,0.001787322,0.2001847,0.0001968849,0.002849716,0.01599331,0.3723302,0.003050344,0.000820954,0.2013906,0.05317046,0.1460598],"study_design_scores_gemma":[0.0006704428,0.00005693909,0.002251388,0.00003460938,0.00005880131,0.000004270334,0.04034264,0.00002241869,0.00009142613,0.0002658614,0.9557084,0.000492746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4291348,0.00005836272,0.0005481116,0.0003826993,0.0004085003,0.0002333812,0.00008463991,0.0003958198,0.5687537],"genre_scores_gemma":[0.7036716,0.0002647451,0.0001854714,0.00005143453,0.0001995657,6.069587e-8,0.000009049547,0.00001395957,0.2956041],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.902538,"threshold_uncertainty_score":0.9999086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271248144691504,"score_gpt":0.2122555176186273,"score_spread":0.1995430361717122,"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."}}