{"id":"W2530307160","doi":"10.1145/2886779","title":"PPHOCFS","year":2016,"lang":"en","type":"article","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"National Natural Science Foundation of China","keywords":"Cluster analysis; Computer science; Cloud computing; Upload; Encryption; Data stream clustering; Data mining; CURE data clustering algorithm; Speedup; Correlation clustering; Scheme (mathematics); Parallel computing; Artificial intelligence; Computer network; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007240011,0.000737332,0.0006179328,0.001791121,0.00167209,0.001225099,0.001398213,0.0007751269,0.006995334],"category_scores_gemma":[0.00337754,0.0002805491,0.0006411053,0.002613807,0.0007564818,0.002092518,0.001803935,0.0009186758,0.002910241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179839,"about_ca_system_score_gemma":0.002233855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006829279,"about_ca_topic_score_gemma":0.006739194,"domain_scores_codex":[0.9987447,0.0001265301,0.00007144161,0.0002477271,0.0006520009,0.0001575781],"domain_scores_gemma":[0.9985988,0.0002100771,0.0001197543,0.0005827766,0.0004165608,0.00007206092],"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":[0.0006135037,0.0001413423,0.002294955,0.0002274729,0.0001066886,0.0002420061,0.0002923126,0.06052084,0.02450225,0.05926342,0.03947291,0.8123223],"study_design_scores_gemma":[0.0001131184,0.0002190908,0.002420011,0.00004365182,0.00005023705,0.001056982,0.0004390089,0.7361763,0.05824674,0.08192,0.1192033,0.000111561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01642464,0.000671809,0.9687613,0.000367597,0.0003043156,0.0003603107,0.0008257578,0.004077157,0.008207081],"genre_scores_gemma":[0.3813437,0.001083643,0.5906951,0.000451869,0.0002883931,0.0005001934,0.00313165,0.0006018936,0.02190359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006995334,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812058004868506,"score_gpt":0.3140337036023622,"score_spread":0.2859131235536772,"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."}}