{"id":"W7154153004","doi":"10.1145/3772318.3809050","title":"10.1145/3772318.3809050","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics)","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":[0.0001849135,0.0001208802,0.0001237063,0.0001117274,0.0001279222,0.0001936704,0.001051473,0.00004638224,0.9626371],"category_scores_gemma":[0.0000452801,0.000124743,0.00004091198,0.001019328,0.00002530172,0.0003811359,0.0001691187,0.00009877788,0.9892806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003721911,"about_ca_system_score_gemma":0.00004961871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001550138,"about_ca_topic_score_gemma":9.192303e-8,"domain_scores_codex":[0.9989165,0.00003223225,0.0001965355,0.0003209321,0.000246349,0.0002874273],"domain_scores_gemma":[0.9989489,0.00006240261,0.00002972994,0.0007485729,0.00009195798,0.0001183951],"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":[0.000003723386,0.00003269398,6.218633e-7,0.000001181528,0.000006651271,0.000005533449,0.000049538,0.0001436158,0.00002526743,0.0001633248,0.1679092,0.8316587],"study_design_scores_gemma":[0.0001071431,0.00006553724,0.0001134321,0.000007744331,0.000002422642,0.00001222329,3.02609e-7,0.001443239,0.00006501942,0.00009087126,0.997924,0.0001681029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005189005,0.00001099604,0.001872121,0.001854484,0.000006451122,0.0001760275,0.000004556631,0.0005213369,0.9950351],"genre_scores_gemma":[0.0003894197,4.596851e-8,0.01474545,0.0003823531,0.0000758951,0.0000193784,0.000004623278,0.00001399146,0.9843689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8314905,"threshold_uncertainty_score":0.5086873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063534892817545,"score_gpt":0.1867498855152697,"score_spread":0.1803963962335152,"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."}}