{"id":"W2171811285","doi":"10.1088/0004-637x/787/2/137","title":"ARECIBO PULSAR SURVEY USING ALFA. III. PRECURSOR SURVEY AND POPULATION SYNTHESIS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universities Space Research Association; National Science Foundation","keywords":"Millisecond pulsar; Pulsar; Galactic plane; Millisecond; Observable","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":[0.0003905964,0.0003184662,0.0002517802,0.002398024,0.0002873898,0.0004098036,0.0004215305,0.0001380602,0.007108935],"category_scores_gemma":[0.001037374,0.0001903522,0.0002985661,0.0017318,0.00009782289,0.0001388391,0.0004113861,0.0001902721,0.002953423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712768,"about_ca_system_score_gemma":0.0007193225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04694096,"about_ca_topic_score_gemma":0.04647097,"domain_scores_codex":[0.999765,0.00005008413,0.00001343092,0.00006372187,0.00006684481,0.00004086255],"domain_scores_gemma":[0.9996004,0.00003698475,0.00008684436,0.00008542429,0.0001478429,0.00004256009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007502271,0.0002736342,0.6457327,0.0002848111,0.000201568,0.0003129671,0.0005511557,0.005121795,0.01350041,0.004710244,0.07882679,0.2497337],"study_design_scores_gemma":[0.000120745,0.000109675,0.895999,0.0000302967,0.00004561482,0.0001842446,0.0002041653,0.004610689,0.001396612,0.0006644102,0.09661976,0.00001480052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726795,0.0005195028,0.02002195,0.000225095,0.00008070013,0.002928017,0.1872846,0.001844376,0.0603008],"genre_scores_gemma":[0.5608236,0.0009780286,0.05253321,0.0002994039,0.0001258173,0.004231326,0.3550824,0.0003433008,0.02558298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04694096,"threshold_uncertainty_score":0.09333545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001269954816643,"score_gpt":0.3270068028400685,"score_spread":0.2969941032919021,"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."}}