{"id":"W7100624578","doi":"","title":"Design and Implementation of K42&amp;apos;s Dynamic Clustered Object Switching Mechanism","year":2000,"lang":"en","type":"article","venue":"","topic":"Development, Ethics, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personalization; Downtime; Service (business); Object (grammar); Cache; Multithreading; Mechanism (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001562175,0.00007800243,0.0001209722,0.00002917267,0.0004291538,0.00005719496,0.0001076568,0.00009746873,0.001606246],"category_scores_gemma":[0.00002354165,0.00007557393,0.00003592311,0.000117785,0.00007073494,0.0001916593,0.00001973422,0.00008974379,0.00001749894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007460135,"about_ca_system_score_gemma":0.0002131326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520248,"about_ca_topic_score_gemma":0.01176372,"domain_scores_codex":[0.9988999,0.0002065959,0.0002143887,0.0001703511,0.0002870426,0.0002217545],"domain_scores_gemma":[0.9995967,0.0001404291,0.00006748189,0.0000798668,0.00005081712,0.00006468927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000235295,0.00004676309,0.0005953257,0.00004433858,0.00008836755,0.000001295326,0.6997566,0.00001761351,0.004400214,0.036478,0.0005577382,0.2579902],"study_design_scores_gemma":[0.004855463,0.0003273961,0.01418219,0.0001418563,0.0001688135,0.000007183943,0.6247606,0.004537622,0.009266843,0.3149516,0.02500523,0.001795188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8704455,0.0000696854,0.1011771,0.001509299,0.0002106164,0.0006283792,0.000003046661,0.0001138628,0.02584246],"genre_scores_gemma":[0.9651255,0.0005373215,0.02878422,0.0003375298,0.00002055921,0.000008294723,0.000004498835,0.000007800237,0.00517429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2784736,"threshold_uncertainty_score":0.9993064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988184104654266,"score_gpt":0.4102883895405393,"score_spread":0.3114699790751127,"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."}}