{"id":"W2169196838","doi":"10.1071/as11013","title":"Cosmological Surveys with the Australian Square Kilometre Array Pathfinder","year":2012,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Australia","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Pathfinder; Cosmic microwave background; Redshift; Dark energy; Galaxy; Sky; Square (algebra); COSMIC cancer database; Planck","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":[0.002264922,0.0002600637,0.0002492054,0.00170984,0.0007732725,0.0008562045,0.0006086091,0.0002861867,0.00354383],"category_scores_gemma":[0.003138683,0.0003347186,0.0002352098,0.001920826,0.0003135782,0.001253275,0.001436602,0.0004623362,0.001092165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007201905,"about_ca_system_score_gemma":0.001482164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889231,"about_ca_topic_score_gemma":0.02960994,"domain_scores_codex":[0.9982002,0.0007038076,0.00003467042,0.0001846277,0.000757225,0.000119452],"domain_scores_gemma":[0.9977963,0.0002797483,0.0002197146,0.0003593798,0.001049118,0.0002958089],"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":[0.001361186,0.0003771418,0.3276792,0.0002536249,0.0002350278,0.0004747651,0.002338394,0.02132571,0.05026614,0.03368498,0.02109693,0.5409069],"study_design_scores_gemma":[0.0001969346,0.001411293,0.6907963,0.0001084881,0.0001290219,0.001090482,0.001107595,0.1265603,0.01860945,0.01469325,0.1451293,0.0001674737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8068575,0.0009596835,0.09966678,0.002976304,0.0001536935,0.0005229385,0.003201511,0.001736563,0.08392508],"genre_scores_gemma":[0.8618743,0.0002213156,0.1237151,0.0001883519,0.00003464009,0.0001202221,0.001092726,0.0000700227,0.01268339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01889231,"threshold_uncertainty_score":0.03756469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986787338268696,"score_gpt":0.2655217562687163,"score_spread":0.2256538828860294,"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."}}