{"id":"W3010970988","doi":"","title":"CANFAR+Skytree: A Cloud Computing and Data Mining System for Astronomy","year":2013,"lang":"en","type":"article","venue":"","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terabyte; Computer science; Cloud computing; Operating system; Database; Virtual machine; Software","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":[0.00264256,0.001392619,0.00130606,0.002582906,0.003086257,0.003938784,0.00513955,0.0009632197,0.02261091],"category_scores_gemma":[0.004968601,0.001023769,0.001180663,0.005382035,0.001772634,0.005183828,0.004865812,0.002788877,0.01442308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225426,"about_ca_system_score_gemma":0.009685065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07366391,"about_ca_topic_score_gemma":0.0647583,"domain_scores_codex":[0.9972283,0.0002799506,0.0001494543,0.0005130366,0.001276847,0.0005523388],"domain_scores_gemma":[0.9960938,0.0003713429,0.0001621931,0.001099783,0.001151916,0.001120945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001061136,0.0002905243,0.005330705,0.0003444574,0.0002191151,0.0005062894,0.0006633606,0.008688479,0.01157964,0.01804994,0.8017416,0.1515247],"study_design_scores_gemma":[0.001052186,0.0002836317,0.01037968,0.0001672419,0.0001563735,0.0005161105,0.0004491786,0.1802188,0.01770846,0.02308167,0.765498,0.0004886641],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02677854,0.001895475,0.27321,0.002912645,0.0009772386,0.00199063,0.0347377,0.5834316,0.07406618],"genre_scores_gemma":[0.2465961,0.002182786,0.5510016,0.003487056,0.0005852415,0.001858211,0.1299629,0.03466468,0.02966143],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07366391,"threshold_uncertainty_score":0.1464702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137631602341501,"score_gpt":0.342462590338804,"score_spread":0.321086274315389,"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."}}