{"id":"W7117984833","doi":"10.1145/3769694.3787149","title":"10.1145/3769694.3787149","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Term (time); Session key; General education","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":[0.0001886187,0.00009036214,0.00009057293,0.00008789039,0.0000981241,0.0001493159,0.0004944931,0.00003034316,0.9608399],"category_scores_gemma":[0.000008911002,0.00008354205,0.00003080722,0.0003869759,0.000007007407,0.0003553249,0.00004774096,0.00004153419,0.9916754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004927244,"about_ca_system_score_gemma":0.00008451586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005539277,"about_ca_topic_score_gemma":2.515501e-8,"domain_scores_codex":[0.9991581,0.00002538537,0.0002329211,0.0001558783,0.0002363169,0.0001913603],"domain_scores_gemma":[0.9993968,0.000012633,0.00003672986,0.000338238,0.00007741358,0.0001381643],"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":[0.000001493023,0.0000181147,1.952303e-7,0.000002322214,0.000003704761,4.924156e-7,0.0003113537,0.00002963889,0.000002402641,0.000125597,0.3704387,0.629066],"study_design_scores_gemma":[0.00009020945,0.0000212107,0.0001171711,0.000008790332,7.918791e-7,0.00001465142,0.000003563701,0.00120828,0.00004240477,0.000006070632,0.9983574,0.0001294829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002173593,0.000009291691,0.0004752197,0.0009281645,0.00001830499,0.0001477582,9.577914e-7,0.0001985103,0.9980044],"genre_scores_gemma":[0.0005062228,9.593733e-8,0.002652125,0.0004391546,0.00005154844,0.00003478224,0.000004819961,0.00000431936,0.996307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6289365,"threshold_uncertainty_score":0.3406746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004811293186430852,"score_gpt":0.1765040897292226,"score_spread":0.1716927965427917,"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."}}