{"id":"W7154096764","doi":"10.1145/3772318.3808918","title":"10.1145/3772318.3808918","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Meaning (existential)","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":[0.0008686972,0.0000652963,0.00007869049,0.00008950214,0.0003674896,0.00005213579,0.0002717575,0.00005888668,0.995338],"category_scores_gemma":[0.0004629044,0.00007207132,0.0000273904,0.0007867572,0.0001037352,0.0001231835,0.00001522706,0.00007283475,0.9636145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094485,"about_ca_system_score_gemma":0.0002034793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001795196,"about_ca_topic_score_gemma":0.000001466491,"domain_scores_codex":[0.9990337,0.0001610467,0.0001422758,0.0001529893,0.0002779351,0.0002320491],"domain_scores_gemma":[0.9993907,0.0001649006,0.00002478116,0.0001850041,0.0001488346,0.00008574477],"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":[0.00000733158,0.00003837866,8.906746e-7,7.594155e-7,0.000004728059,3.19175e-7,0.0004690306,0.00001998714,0.00001289067,0.001456001,0.2495607,0.7484289],"study_design_scores_gemma":[0.0000386141,0.00001787061,0.0001328106,0.000004597785,0.000003849768,5.137643e-7,0.00002966107,0.000008969168,0.00001916381,0.0005728489,0.9990743,0.00009676531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001149358,0.0000128239,0.000006068274,0.004027627,0.00002539214,0.0001543057,0.000004523692,0.00009822206,0.9945217],"genre_scores_gemma":[0.0002459209,2.720728e-7,0.01022194,0.0002621653,0.0007539272,0.00003060074,0.000006187439,0.00001038279,0.9884686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7495136,"threshold_uncertainty_score":0.2938983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114730775564264,"score_gpt":0.3295219570739203,"score_spread":0.3083746493182777,"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."}}