{"id":"W2022920666","doi":"10.1086/424375","title":"The Number Density of 0.6 &lt;<i>z</i>&lt; 1.7 Mg<scp>ii</scp>Systems from CORALS: Observational Biases at Intermediate Redshift","year":2004,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Redshift; Astrophysics; Quasar; Physics; Galaxy; Equivalent width; Line (geometry); Emission spectrum; Astronomy; Spectral line; Mathematics","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":[0.0005410761,0.0002362856,0.0002249086,0.002183574,0.0004873563,0.00145994,0.0005303788,0.0002773558,0.001370988],"category_scores_gemma":[0.001585731,0.0002567877,0.0002136833,0.001073913,0.0005913955,0.0005223288,0.0009736361,0.0002913798,0.0006299612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485103,"about_ca_system_score_gemma":0.0001629167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00856656,"about_ca_topic_score_gemma":0.01247619,"domain_scores_codex":[0.9994776,0.00005268262,0.00004659523,0.0001548295,0.000141464,0.0001268867],"domain_scores_gemma":[0.998313,0.0001512414,0.000897917,0.0001643094,0.0001846148,0.0002889968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002735678,0.000004703968,0.9915171,0.00001082608,0.00001507357,0.00002653331,0.0002168625,0.00003853369,0.005026697,0.00007561428,0.00008279253,0.002957965],"study_design_scores_gemma":[0.000001078694,0.00001108714,0.9989642,0.000002388673,0.00001047674,0.00006588898,0.00006534425,0.00009816782,0.0005068684,0.00002280874,0.000249785,0.000001819414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982048,0.0001521924,0.0001099073,0.0000233814,0.000001251238,0.000004540856,0.0003818826,0.00001450679,0.0011074],"genre_scores_gemma":[0.9989213,0.00007481152,0.0002068366,0.00001845926,0.000004600197,0.000004449153,0.0005677047,0.00000577658,0.0001961639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00856656,"threshold_uncertainty_score":0.0170334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060497892170616,"score_gpt":0.2324149778729709,"score_spread":0.2118099989512647,"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."}}