{"id":"W4393883175","doi":"10.5281/zenodo.3515070","title":"Dataset for \"Eight Millisecond Pulsars Discovered in the Arecibo PALFA Survey\"","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics; University of British Columbia; McGill University","funders":"","keywords":"Millisecond pulsar; Pulsar; Astronomy; Astrophysics; Physics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006148146,0.001536702,0.001396568,0.002728748,0.0007746672,0.001541975,0.002277987,0.001637682,0.07202894],"category_scores_gemma":[0.00348152,0.0004946325,0.000916453,0.005104536,0.0002732195,0.0009215811,0.001681591,0.001384086,0.07899649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201174,"about_ca_system_score_gemma":0.002110974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02447889,"about_ca_topic_score_gemma":0.04189135,"domain_scores_codex":[0.9994898,0.00006281534,0.00006889257,0.0001665782,0.0001141666,0.00009781743],"domain_scores_gemma":[0.9984517,0.0004237951,0.000193537,0.0003249984,0.0004039375,0.0002019226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008846784,0.00002124881,0.0009321015,0.0008192236,0.00003481382,0.00003698465,0.00002370982,0.0001899218,0.0002621988,0.0003962459,0.9949251,0.002269914],"study_design_scores_gemma":[0.0002893854,0.0000224004,0.009184956,0.0003441807,0.00005122473,0.000105269,0.00007876365,0.0003261557,0.0004471149,0.001016141,0.9881043,0.00003012788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009667825,0.00003658429,0.00004614903,0.00003186873,0.00001619495,0.00000579349,0.9992216,0.0001872659,0.0003579899],"genre_scores_gemma":[0.0002731398,0.00003464382,0.0001538251,0.00002806594,0.000005978251,0.00003667292,0.9991645,0.0000344391,0.0002688039],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07202894,"threshold_uncertainty_score":0.2409608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231374110783157,"score_gpt":0.326954758355518,"score_spread":0.2746410172476864,"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."}}