{"id":"W2021926159","doi":"10.1088/0004-637x/770/1/61","title":"THE IMACS CLUSTER BUILDING SURVEY. I. DESCRIPTION OF THE SURVEY AND ANALYSIS METHODS","year":2013,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Astrophysics; Galaxy; Photometry (optics); Supercluster (genetic); Astronomy; Spectrograph; Cluster (spacecraft); Redshift; Galaxy cluster; Luminous infrared galaxy; Star formation; Star cluster; Stars; Spectral line; Computer science","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":[0.003676201,0.00131381,0.001048004,0.01038791,0.001420977,0.001780071,0.004170021,0.0008076002,0.03026705],"category_scores_gemma":[0.004656297,0.0007931492,0.0006650875,0.01455985,0.0004197985,0.001074911,0.002732071,0.0009385594,0.03310702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157419,"about_ca_system_score_gemma":0.002902501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05613885,"about_ca_topic_score_gemma":0.04887648,"domain_scores_codex":[0.9966293,0.0008350445,0.0003230557,0.0006124132,0.001168676,0.0004314746],"domain_scores_gemma":[0.9954013,0.0003780789,0.0007186619,0.001293755,0.001648214,0.0005600063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003092745,0.0004139332,0.1470475,0.0009808707,0.0001808419,0.0001398149,0.0007063495,0.004091731,0.001874718,0.008092073,0.7116144,0.1245484],"study_design_scores_gemma":[0.0001419102,0.000104139,0.255841,0.0001850021,0.00005402245,0.0002120934,0.0005713978,0.002849381,0.001558187,0.002274168,0.7361011,0.0001076165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02003299,0.0005972348,0.0183756,0.0007509751,0.0001460851,0.007894809,0.9135795,0.003130218,0.03549247],"genre_scores_gemma":[0.02933554,0.0006467989,0.07627603,0.0005632747,0.0002467007,0.01759418,0.8571708,0.001064805,0.017102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05613885,"threshold_uncertainty_score":0.1116242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871022363922458,"score_gpt":0.2676651585552224,"score_spread":0.2489549349159978,"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."}}