{"id":"W2092753569","doi":"10.1088/0004-637x/751/1/28","title":"EVIDENCE FOR ENVIRONMENTAL CHANGES IN THE SUBMILLIMETER DUST OPACITY","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Opacity; Physics; Emissivity; Astrophysics; Galactic plane; Cosmic dust; Radiance; Interstellar medium; Black-body radiation; Molecular cloud; Extinction (optical mineralogy); Astronomy; Stars; Galaxy; Optics; Radiation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004248095,0.0001396639,0.0001538611,0.00002085842,0.0004407595,0.00008696546,0.0003060908,0.00001261735,0.00007842285],"category_scores_gemma":[0.000006744342,0.00007013009,0.0001536831,0.0000766484,0.0001176476,0.0003103022,0.00006613054,0.0003277122,0.00004306413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002603046,"about_ca_system_score_gemma":0.000009675766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005142485,"about_ca_topic_score_gemma":5.04665e-7,"domain_scores_codex":[0.9989609,0.0001305299,0.0001743141,0.00008140277,0.0002577089,0.0003951248],"domain_scores_gemma":[0.999337,0.0002859868,0.0001288837,0.0001685025,0.00001648063,0.00006315699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007752088,0.002925855,0.1777045,0.00002760872,0.0008099695,0.000004301932,0.03305162,0.0003612761,0.0410989,0.08911058,0.0130145,0.6411157],"study_design_scores_gemma":[0.001857443,0.0006586611,0.9498525,0.00009474095,0.0002394574,0.00002593671,0.01930567,0.0009426339,0.002669393,0.01260062,0.01115913,0.0005938716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575877,0.0001359325,0.04018419,0.0014274,0.0001702198,0.0002396231,0.00003887562,0.000003905022,0.0002121763],"genre_scores_gemma":[0.9967533,0.00001278844,0.0007412767,0.0001425326,0.00222287,0.00004851468,0.000004773912,0.000009280709,0.00006469796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.772148,"threshold_uncertainty_score":0.339001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215039318998442,"score_gpt":0.2774893872258678,"score_spread":0.2253389940358834,"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."}}