{"id":"W2099045931","doi":"10.1111/j.1365-2966.2008.13172.x","title":"The SCUBA Half-Degree Extragalactic Survey (SHADES) – VIII. The nature of faint submillimetre galaxies in SHADES, SWIRE and SXDF surveys","year":2008,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Redshift; Photometric redshift; Spectral energy distribution; Galaxy; Luminosity; Hubble Deep Field; Astronomy; Luminous infrared galaxy; Subaru Telescope; Spectral line","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":[0.0001496625,0.0001411488,0.0001335552,0.001707644,0.0002279959,0.0003996194,0.0002149474,0.000108974,0.002813884],"category_scores_gemma":[0.0004972881,0.00009569684,0.0002068437,0.001146371,0.0001409258,0.000225244,0.000438,0.0001271937,0.0006003564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482575,"about_ca_system_score_gemma":0.0001662536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585741,"about_ca_topic_score_gemma":0.03131481,"domain_scores_codex":[0.9998913,0.00000654051,0.000006810375,0.00002727964,0.00003684742,0.00003122813],"domain_scores_gemma":[0.9994197,0.00003574179,0.0002266229,0.00008880819,0.00008633021,0.000142816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008901209,0.00001992866,0.964929,0.00003107641,0.00005293307,0.0001062255,0.0002733857,0.0001801317,0.006166423,0.0003102469,0.005255233,0.02258625],"study_design_scores_gemma":[0.000001946637,0.00000568918,0.9974495,0.000005082459,0.000003364289,0.00005724505,0.00004604962,0.0001393908,0.0002019431,0.00002831121,0.002060352,0.000001182359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984172,0.0001461916,0.0002436427,0.00004471399,0.000005066529,0.00001766537,0.007159183,0.0001088446,0.008102749],"genre_scores_gemma":[0.9768414,0.000110867,0.001057257,0.00006737926,0.00001293268,0.00001816803,0.01940927,0.00003056343,0.002452184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585741,"threshold_uncertainty_score":0.0315302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235182713312574,"score_gpt":0.2063863402579657,"score_spread":0.1940345131248399,"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."}}