{"id":"W2150520267","doi":"10.1088/0004-637x/812/1/81","title":"ARECIBO PULSAR SURVEY USING ALFA. IV. MOCK SPECTROMETER DATA ANALYSIS, SURVEY SENSITIVITY, AND THE DISCOVERY OF 40 PULSARS","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"Office of Naval Research; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Canada Research Chairs; Natural Sciences and Engineering Research Council of Canada; European Commission; Universities Space Research Association; National Science Foundation; Compute Canada; Canarie; Science and Technology Facilities Council; Fonds Québécois de la Recherche sur la Nature et les Technologies; McGill University; Canadian Institute for Advanced Research","keywords":"Pulsar; Sensitivity (control systems); Physics; Astronomy; Spectrometer; Survey research; Remote sensing; Astrophysics; Geology; Engineering; Optics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007326171,0.0003830693,0.0002275757,0.001019579,0.000395283,0.0004231149,0.0002836061,0.0002183855,0.0007566409],"category_scores_gemma":[0.001490748,0.0002306938,0.0003478657,0.000771162,0.0002067688,0.0001834614,0.0003258891,0.0001495157,0.0003284252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006161224,"about_ca_system_score_gemma":0.0003407206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850343,"about_ca_topic_score_gemma":0.01516914,"domain_scores_codex":[0.9997039,0.00006515453,0.00001205932,0.00006708647,0.000112579,0.00003916364],"domain_scores_gemma":[0.9993716,0.0001052238,0.0001615329,0.000133239,0.0001723209,0.00005618034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008717831,0.000166397,0.7934955,0.0001096228,0.0002003874,0.0002800539,0.000466618,0.01837268,0.05874443,0.001925064,0.007063497,0.1183039],"study_design_scores_gemma":[0.00003979741,0.0001039509,0.9558291,0.00001180883,0.0000397817,0.000163721,0.00007276614,0.02619898,0.009665142,0.0005228785,0.007328396,0.00002361334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800014,0.0001014889,0.01067273,0.00009337174,0.00001582214,0.00008544137,0.002929866,0.001112282,0.004987709],"genre_scores_gemma":[0.9634322,0.00009547373,0.02557907,0.00008285872,0.00002394102,0.0001073358,0.009018232,0.0001196274,0.001541337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01850343,"threshold_uncertainty_score":0.03679144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819564584383629,"score_gpt":0.3648749565056674,"score_spread":0.2829184980673045,"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."}}