{"id":"W4406550294","doi":"10.1016/s1541-9800(05)70164-2","title":"10.1016/s1541-9800(05)70164-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Computing and Algorithms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cloud computing; Class (philosophy); Computer science; Data science; Artificial intelligence; Operating system","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":[0.0002467961,0.00009786381,0.0001235201,0.00003859981,0.0004073496,0.00005790333,0.0002803782,0.00005641608,0.9867168],"category_scores_gemma":[0.00006750617,0.00009875969,0.00005174546,0.0002997075,0.00008558616,0.00009467528,0.0000298872,0.0000988521,0.9894588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005276353,"about_ca_system_score_gemma":0.00005497652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867573,"about_ca_topic_score_gemma":0.000001601952,"domain_scores_codex":[0.9989482,0.00007463505,0.0001240361,0.0002197206,0.000254959,0.0003784402],"domain_scores_gemma":[0.9994907,0.00007914446,0.00002565931,0.000172054,0.00004282716,0.0001895628],"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":[0.000009043214,0.00002188307,4.069054e-8,7.824969e-7,0.000004228965,0.000004084021,0.0002598382,0.0002033922,0.000003775494,0.0000139191,0.1182586,0.8812204],"study_design_scores_gemma":[0.0001059361,0.00005245436,0.000006104703,0.00001216349,0.000004538716,0.000001188845,0.00001784014,0.0002108073,0.00001330845,0.0001670089,0.9992604,0.0001482179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003068477,0.0000441326,0.00001805255,0.0007535971,0.000005417266,0.0001120695,0.000003837803,0.0002779534,0.9984781],"genre_scores_gemma":[0.0002615512,5.380598e-7,0.001030609,0.0000660005,0.0005577159,0.000006233461,0.000002659934,0.00001389897,0.9980608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8810722,"threshold_uncertainty_score":0.4027303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00780882819310008,"score_gpt":0.2258075258636836,"score_spread":0.2179986976705835,"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."}}