{"id":"W3099456831","doi":"","title":"Simulating Reionization: Character and Observability","year":2008,"lang":"en","type":"article","venue":"Open MIND","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Reionization; Radiative transfer; Physics; Redshift; Astrophysics; Observability; Astronomy; Galaxy; Optics","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":[0.0006025754,0.0002953348,0.0002893202,0.0002673717,0.0002267472,0.0006589188,0.000814102,0.0004863938,0.001308048],"category_scores_gemma":[0.003741272,0.0002249554,0.0002763109,0.0003431493,0.0005215617,0.001041304,0.0008946063,0.0006372374,0.00009059309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006095382,"about_ca_system_score_gemma":0.0003194121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006427307,"about_ca_topic_score_gemma":0.003459035,"domain_scores_codex":[0.99985,0.00004168129,0.000006443131,0.00004001049,0.00003156331,0.00003028393],"domain_scores_gemma":[0.9983203,0.0009979745,0.0002095951,0.0002513621,0.0001137243,0.0001070533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002090725,0.00007106343,0.02798939,0.00004168521,0.00006543299,0.0001259086,0.000161303,0.9510899,0.005460766,0.005408925,0.0003823066,0.008994249],"study_design_scores_gemma":[0.0000244862,0.00002058822,0.002530688,0.000002679988,0.000007289325,0.00001574257,0.00001739845,0.9931989,0.001699523,0.002191323,0.0002867529,0.000004517416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767243,0.0001264895,0.01906569,0.0001886844,0.0000159351,0.00002126357,0.0001713975,0.0003996594,0.003286642],"genre_scores_gemma":[0.9965719,0.00002988677,0.0029032,0.00001212525,0.000002923299,0.000006703922,0.0001184386,0.00002803538,0.0003267287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006427307,"threshold_uncertainty_score":0.01277983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739486188818358,"score_gpt":0.2592930616133682,"score_spread":0.2218981997251846,"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."}}