{"id":"W7118158636","doi":"10.1145/3731599.3787530","title":"10.1145/3731599.3787530","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); 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":[0.002795779,0.0001164661,0.0001730389,0.0002403359,0.0001840569,0.0006000568,0.001345648,0.00002939736,0.9961368],"category_scores_gemma":[0.000723962,0.00009053466,0.00007626186,0.001143782,0.00004708843,0.000190059,0.0003129246,0.00006125818,0.9973308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136304,"about_ca_system_score_gemma":0.00002219175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002204399,"about_ca_topic_score_gemma":3.387568e-7,"domain_scores_codex":[0.9973364,0.00009188617,0.0003924773,0.0007016271,0.001162932,0.0003146861],"domain_scores_gemma":[0.9979146,0.0003331333,0.00005216566,0.00140191,0.0001015974,0.0001965768],"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":[0.000009380847,0.00001562845,3.760288e-7,2.453096e-7,0.000002152832,0.000002569844,0.00001114494,0.0002454265,0.000003355963,0.000003892094,0.4853458,0.51436],"study_design_scores_gemma":[0.0001120866,0.00004754487,0.0002086519,0.000005563367,0.000004733565,0.000002949382,0.000005282154,0.003884475,0.00001109393,0.0001978302,0.9953922,0.0001275564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002633267,0.00001776687,0.00004861863,0.0008713474,0.00002824429,0.000136198,0.00001997108,0.0001318913,0.9961127],"genre_scores_gemma":[0.0009591688,6.578875e-8,0.0005341453,0.0001766556,0.0001057003,0.000004572921,0.000009892627,0.000007945046,0.9982018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5142325,"threshold_uncertainty_score":0.5786362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685954126886345,"score_gpt":0.2967850549670017,"score_spread":0.2399255136981383,"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."}}