{"id":"W7118015018","doi":"10.1145/3712285.3787178","title":"10.1145/3712285.3787178","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Pattern matching; Graph; Matching (statistics)","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":[0.0001921447,0.0001116584,0.0001118787,0.00007269588,0.0001027622,0.00009782757,0.0007901468,0.00003695322,0.9504936],"category_scores_gemma":[0.00001019355,0.0001045733,0.00005893377,0.0004004941,0.00002642073,0.0002436863,0.00009095585,0.00007477812,0.9766506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009965994,"about_ca_system_score_gemma":0.00001662766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003574807,"about_ca_topic_score_gemma":1.761749e-8,"domain_scores_codex":[0.9991236,0.00005006815,0.0001204159,0.000278263,0.0001586087,0.0002689849],"domain_scores_gemma":[0.9992711,0.00004183116,0.00001702301,0.0004983463,0.00002608208,0.0001456287],"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":[0.000008341795,0.00003636814,6.594306e-8,0.000001360084,0.000006491042,0.00001168192,0.00004134622,0.00007486588,0.00004150405,0.0004928517,0.02488855,0.9743966],"study_design_scores_gemma":[0.0001225566,0.0001021919,0.00002517785,0.00000698152,0.000002695899,0.00001282974,2.852245e-7,0.003702751,0.0002106559,0.001048204,0.9946097,0.0001560064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005810015,0.00003459503,0.0007689398,0.0004268497,0.000007868889,0.00009761596,0.000002918025,0.0002837461,0.9977965],"genre_scores_gemma":[0.0006114102,1.54902e-7,0.003294464,0.0001886301,0.00006801062,0.000009017272,0.000001668448,0.000007969721,0.9958187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9742405,"threshold_uncertainty_score":0.4264374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003895837417355556,"score_gpt":0.1611231215152275,"score_spread":0.1572272840978719,"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."}}