{"id":"W7118174389","doi":"10.1145/3731599.3787532","title":"10.1145/3731599.3787532","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); Software; Computer software; Component (thermodynamics)","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":[0.002902268,0.0001164672,0.0001740331,0.000240139,0.0001813409,0.0005990276,0.00134498,0.0000294096,0.9961075],"category_scores_gemma":[0.0007417403,0.00009046264,0.00007664815,0.001149105,0.00004681867,0.000189395,0.0003128094,0.00006128633,0.997305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002125118,"about_ca_system_score_gemma":0.00002165171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002204629,"about_ca_topic_score_gemma":3.402086e-7,"domain_scores_codex":[0.9973214,0.00009558015,0.0003976248,0.000701092,0.001170091,0.0003142559],"domain_scores_gemma":[0.997902,0.0003441225,0.00005294193,0.00140316,0.0001015016,0.0001962624],"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":[0.000009477173,0.00001562484,3.554543e-7,2.495952e-7,0.00000214726,0.00000249716,0.00001154676,0.0002387387,0.000003450067,0.000003778538,0.4838623,0.5158498],"study_design_scores_gemma":[0.0001123531,0.00004700383,0.0002001167,0.000005605878,0.000004680808,0.000002891458,0.00000538164,0.003711582,0.00001129435,0.0002010353,0.9955699,0.000128099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002759617,0.00001767012,0.00004951925,0.0008700782,0.00002797677,0.0001358131,0.00001995151,0.0001319083,0.9959875],"genre_scores_gemma":[0.0009476288,6.496055e-8,0.0005437893,0.0001821178,0.0001053267,0.000004568933,0.000009888074,0.000007941862,0.9981987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5157217,"threshold_uncertainty_score":0.5776437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719438603195238,"score_gpt":0.296168573506792,"score_spread":0.2389741874748396,"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."}}