{"id":"W3195947661","doi":"10.1051/0004-6361/202141935","title":"<i>Euclid</i>preparation","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Zodiacal light; Brightness; Surface brightness; Sky brightness; Sky; Calibration; Limiting magnitude; Cosmic infrared background; Observatory","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":[0.001497184,0.0009229137,0.0004696348,0.0007288564,0.0005540324,0.001711637,0.001621788,0.0006290172,0.08573101],"category_scores_gemma":[0.003958948,0.0003201524,0.0007232046,0.001358075,0.0004841263,0.001032511,0.001713481,0.0009422016,0.03995451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155317,"about_ca_system_score_gemma":0.001664299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01844705,"about_ca_topic_score_gemma":0.0137547,"domain_scores_codex":[0.9992582,0.0002262587,0.00003995166,0.0001535222,0.0002509309,0.00007113262],"domain_scores_gemma":[0.9978374,0.0002455856,0.0001908532,0.0007623713,0.0006871072,0.0002768777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003156742,0.00002189452,0.002743841,0.0002322569,0.00004876872,0.0001760791,0.00007497797,0.008543146,0.0009689893,0.03636932,0.9182484,0.03225674],"study_design_scores_gemma":[0.00008866109,0.00004477735,0.004151936,0.00009526117,0.00001180431,0.0001799517,0.00003496348,0.008063544,0.001760561,0.007702789,0.9778259,0.00003991834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01602666,0.00196597,0.08899157,0.006537237,0.005293382,0.0007888142,0.3496783,0.02888631,0.5018317],"genre_scores_gemma":[0.1948144,0.002331657,0.1721756,0.003326697,0.001163568,0.001587715,0.4769162,0.02000988,0.1276744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08573101,"threshold_uncertainty_score":0.2867988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005580164922947867,"score_gpt":0.2030559171117691,"score_spread":0.1974757521888213,"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."}}