{"id":"W2071647169","doi":"10.1086/427938","title":"IRIS: A New Generation of <i>IRAS</i> Maps","year":2005,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":487,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Planck; Physics; Cosmic microwave background; Zodiacal light; Astronomy; Calibration; Satellite; Brightness; Sky; Remote sensing; Astrophysics; Optics; Geography","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":[0.002242938,0.001060857,0.0009342132,0.004197703,0.001297685,0.003683976,0.002088076,0.001120654,0.08445548],"category_scores_gemma":[0.005410581,0.0008432942,0.00126197,0.003237666,0.0005376588,0.00471192,0.004991992,0.001920309,0.04107343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404861,"about_ca_system_score_gemma":0.000679542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854882,"about_ca_topic_score_gemma":0.002464926,"domain_scores_codex":[0.9987869,0.0001119031,0.00005245572,0.0001843204,0.0007275155,0.0001369161],"domain_scores_gemma":[0.9947613,0.0006770032,0.000249289,0.001825953,0.001468866,0.001017591],"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":[0.0004256241,0.00006969312,0.00201263,0.0001772542,0.00006096804,0.0002038429,0.0002545587,0.0009527365,0.009016067,0.0147757,0.6984071,0.2736437],"study_design_scores_gemma":[0.00003685365,0.00003661395,0.001511483,0.00003522426,0.00003668225,0.0002279546,0.0000669765,0.003138579,0.004942903,0.005664851,0.9842554,0.00004642792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01533538,0.002514928,0.4055882,0.005552273,0.005482209,0.0004182728,0.05653404,0.2410309,0.2675437],"genre_scores_gemma":[0.08247934,0.002594085,0.5468553,0.003115217,0.006274418,0.0006274118,0.1327895,0.06172498,0.1635398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08445548,"threshold_uncertainty_score":0.2825317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659379689728295,"score_gpt":0.247277380999935,"score_spread":0.230683584102652,"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."}}