{"id":"W7134235591","doi":"10.1145/3742413.3801724","title":"10.1145/3742413.3801724","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); User modeling; Perception; User interface","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":[0.0001935316,0.0001160088,0.0001454462,0.00007347058,0.00007379843,0.0001478953,0.0007684034,0.00004896991,0.8735396],"category_scores_gemma":[0.000005514766,0.0001048178,0.00005359303,0.0002442755,0.000009736167,0.0002403112,0.0001169148,0.00006728946,0.9213663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002526643,"about_ca_system_score_gemma":0.00001844833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003814514,"about_ca_topic_score_gemma":1.328017e-7,"domain_scores_codex":[0.9990963,0.00004326622,0.0001718209,0.0002823698,0.0001652276,0.0002410266],"domain_scores_gemma":[0.9991995,0.00002178345,0.00002634939,0.0006010832,0.00002937634,0.0001218835],"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":[0.00000208683,0.00001741552,1.686171e-7,0.000002212619,0.000004508284,0.000004555412,0.00002299469,0.000002698791,0.00001899024,0.0001011654,0.2620786,0.7377446],"study_design_scores_gemma":[0.0000658844,0.0001111635,0.00001827335,0.0000137973,0.000001513226,0.00001854546,1.986382e-7,0.001267674,0.0002540539,0.0001067173,0.9979975,0.0001446608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005144628,0.00004277794,0.00186022,0.001038768,0.000006865147,0.0001676389,0.000001673484,0.0006130316,0.9962176],"genre_scores_gemma":[0.000724056,2.865685e-7,0.006468065,0.0001537943,0.00007905839,0.00002891098,0.000001313112,0.00001055017,0.992534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7376,"threshold_uncertainty_score":0.4274346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0077264650750954,"score_gpt":0.1852495402087365,"score_spread":0.1775230751336411,"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."}}