{"id":"W7132927982","doi":"","title":"Design and implementation of K42&apos;s dynamic clustered object switching mechanism","year":2000,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Object (grammar); Mechanism (biology); Stability (learning theory); Control system; Class (philosophy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006664758,0.0003226364,0.0003428432,0.0005040663,0.0006362713,0.001681608,0.002828959,0.0006467421,0.006939982],"category_scores_gemma":[0.0009316404,0.0004674889,0.0002725587,0.0004688976,0.0004494028,0.0006699124,0.0005971316,0.0005340478,0.001586642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153385,"about_ca_system_score_gemma":0.00166488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007106044,"about_ca_topic_score_gemma":0.007124036,"domain_scores_codex":[0.9995646,0.00005152652,0.00003038346,0.00007647761,0.0001619323,0.0001150419],"domain_scores_gemma":[0.9995278,0.00006592954,0.00004598355,0.0001517991,0.0001613329,0.00004710325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001387135,0.000581188,0.003727801,0.0006752697,0.0001913076,0.0005248629,0.0008504944,0.05767037,0.2729695,0.1103918,0.02481282,0.5262175],"study_design_scores_gemma":[0.0007845773,0.001210102,0.004202477,0.00009573457,0.0003106569,0.0006352441,0.0003223966,0.525475,0.3189822,0.00983627,0.1379975,0.0001477747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.146234,0.000681083,0.7914491,0.0005112362,0.0002899905,0.0009589858,0.0003429831,0.01831767,0.04121503],"genre_scores_gemma":[0.7362241,0.0002152922,0.2433667,0.0002682462,0.00003609268,0.0002789033,0.0003174413,0.0004091871,0.01888408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007106044,"threshold_uncertainty_score":0.02321655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827331580280113,"score_gpt":0.3499642339213048,"score_spread":0.3316909181185037,"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."}}