{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001802656,0.003677993,0.002775647,0.00319362,0.003060505,0.005621255,0.003068579,0.006275214,0.946689],"category_scores_gemma":[0.003703947,0.002218151,0.00138389,0.01046711,0.001596649,0.01299854,0.007242696,0.003096941,0.9672267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724489,"about_ca_system_score_gemma":0.001212378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201121,"about_ca_topic_score_gemma":0.0161684,"domain_scores_codex":[0.9992598,0.00004945655,0.00006193784,0.0002202015,0.0002515953,0.0001570205],"domain_scores_gemma":[0.9984219,0.0003568153,0.00007852098,0.0005028552,0.0003613651,0.0002785056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000220699,0.0001553992,0.0004221325,0.0005890517,0.00004267948,0.0001848994,0.0001052885,0.0005741646,0.0009513812,0.005746586,0.712287,0.2787207],"study_design_scores_gemma":[0.00003129095,0.00002966139,0.0007046749,0.0002523426,0.0000423032,0.000135712,0.00007161349,0.0005852561,0.0004196401,0.001126464,0.9965694,0.00003149033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001911963,0.005951637,0.009541892,0.001389805,0.002041368,0.0004359376,0.01572899,0.01710828,0.9458902],"genre_scores_gemma":[0.002987296,0.002283445,0.001511466,0.0006228111,0.0001488869,0.000180174,0.007876735,0.00221341,0.9821758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05331105,"threshold_uncertainty_score":0.07604176,"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."}}