{"id":"W7125966064","doi":"10.1145/3757377.3794992","title":"10.1145/3757377.3794992","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Personalization; Generative grammar; Generative model","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002844701,0.0001163903,0.0001738337,0.0002408562,0.0001816425,0.0006031812,0.001346968,0.00002945755,0.9959916],"category_scores_gemma":[0.0007327044,0.0000904281,0.00007719906,0.001141006,0.00004637929,0.0001853732,0.0003101219,0.00006120552,0.997246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002139358,"about_ca_system_score_gemma":0.00002194403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185754,"about_ca_topic_score_gemma":3.355628e-7,"domain_scores_codex":[0.9973237,0.0000948108,0.000394262,0.000701209,0.001171118,0.000314904],"domain_scores_gemma":[0.9979081,0.0003370782,0.00005132068,0.001407447,0.00009771428,0.0001983341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009425243,0.00001582681,3.161421e-7,2.371523e-7,0.00000214729,0.000002703412,0.00001124811,0.0002512925,0.000003310607,0.000003785563,0.4888991,0.5108007],"study_design_scores_gemma":[0.0001108735,0.00004780625,0.0002479995,0.000005411735,0.000004650909,0.000002847539,0.000005195575,0.003993995,0.000009332462,0.000185084,0.9952596,0.0001271406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002552922,0.00001785997,0.00005205816,0.0009576533,0.00002722535,0.0001344198,0.00002025056,0.0001300175,0.9961076],"genre_scores_gemma":[0.001018957,6.172645e-8,0.0004861578,0.0001821968,0.0001030357,0.000004543904,0.000009854662,0.000007876901,0.9981873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5106735,"threshold_uncertainty_score":0.581649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697461113089036,"score_gpt":0.2968139675762007,"score_spread":0.2398393564453103,"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."}}