{"id":"W7125961419","doi":"10.1145/3757376.3794997","title":"10.1145/3757376.3794997","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Usability; Component (thermodynamics); Set (abstract data type); Key (lock)","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":[0.0004424751,0.00009696063,0.0001187361,0.00005287707,0.00009427964,0.0001327383,0.0003732249,0.00004000813,0.9947095],"category_scores_gemma":[0.00004977675,0.00008336595,0.00002646418,0.0002170164,0.00004656085,0.0001349606,0.00005904692,0.0000468746,0.9888621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003482474,"about_ca_system_score_gemma":0.00003128445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006444103,"about_ca_topic_score_gemma":1.299627e-7,"domain_scores_codex":[0.9988579,0.00003306467,0.000123386,0.0002419725,0.0003023881,0.0004412519],"domain_scores_gemma":[0.9994453,0.00002768433,0.00001032422,0.0002595862,0.00003215391,0.0002249234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006650637,0.00004504959,1.003494e-7,0.0000150204,0.000002415443,0.00001169263,0.0000333279,0.001319499,0.595061,0.00001097966,0.09267897,0.3107554],"study_design_scores_gemma":[0.00007541853,0.00009456105,0.00002147101,0.00001165229,0.000001776073,0.000005691966,5.16518e-7,0.0001886258,0.02837987,0.000007439103,0.9710912,0.0001217619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07516418,0.00001807472,0.000004268014,0.0002507641,0.00001261293,0.0001303161,0.00001509184,0.0002454053,0.9241593],"genre_scores_gemma":[0.00461973,4.602386e-7,0.0003783589,0.00002260841,0.0001270046,0.00001910251,0.00000272876,0.0000133351,0.9948167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8784122,"threshold_uncertainty_score":0.3399565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824707866490317,"score_gpt":0.2152188559791492,"score_spread":0.206971777314246,"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."}}