{"id":"W4384819712","doi":"10.1038/d41586-023-02295-0","title":"Slow-beating radio waves from a long-lived source","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Futures studies; Radio wave; Astrophysics; Astronomy; Telecommunications; Computer science","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":[0.0003084436,0.0002661265,0.00040161,0.0006979862,0.000723449,0.0008731351,0.0005760654,0.0007739109,0.002704195],"category_scores_gemma":[0.0008594966,0.0002622853,0.0003225438,0.0007891208,0.0005262328,0.0009272692,0.001151673,0.001390276,0.0006819607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641509,"about_ca_system_score_gemma":0.0001607051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003502888,"about_ca_topic_score_gemma":0.000693024,"domain_scores_codex":[0.9999321,0.000007883494,0.000003878528,0.00001814,0.00001981506,0.00001821223],"domain_scores_gemma":[0.9993198,0.0002264782,0.0001234675,0.0001185341,0.00008481164,0.0001269369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002078993,0.00024337,0.07066993,0.0003365184,0.0003166748,0.01646217,0.002019274,0.003111401,0.8025914,0.02259314,0.003399435,0.07617775],"study_design_scores_gemma":[0.000692542,0.003395126,0.7622095,0.0001658236,0.0006755468,0.02087503,0.002322276,0.0264361,0.1051904,0.04007943,0.03762178,0.0003364418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794916,0.001007065,0.01017942,0.0005167968,0.0001505741,0.00002451189,0.0003148402,0.0001010644,0.008214143],"genre_scores_gemma":[0.9905315,0.0002550443,0.003069076,0.0001944032,0.000179753,0.00001607327,0.0003899811,0.00005039627,0.005313856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002704195,"threshold_uncertainty_score":0.009046435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157691643532646,"score_gpt":0.3272801603750882,"score_spread":0.3157032439397618,"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."}}