{"id":"W3081758641","doi":"","title":"Binary Universe: Detecting Flyovers","year":2016,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Astronomy; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463024,0.0002410066,0.0003603048,0.001325416,0.0007005578,0.00146823,0.0005021727,0.000600421,0.004096113],"category_scores_gemma":[0.002931688,0.000280877,0.0001379505,0.0009840328,0.0004223597,0.0005918765,0.0008025718,0.0004127733,0.0004211845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006399866,"about_ca_system_score_gemma":0.0008577612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05060066,"about_ca_topic_score_gemma":0.09346602,"domain_scores_codex":[0.9997894,0.00001881444,0.000005521073,0.00004121496,0.00005586998,0.00008917787],"domain_scores_gemma":[0.9988097,0.0001790867,0.000219972,0.0001349264,0.0002863405,0.0003699838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335722,0.0001770817,0.8727316,0.0001096562,0.0001526599,0.001065726,0.0006825313,0.001648043,0.03700024,0.004640761,0.009913792,0.07054222],"study_design_scores_gemma":[0.00005767617,0.00007956184,0.9637964,0.00003373384,0.00007711259,0.001267994,0.0007950591,0.0204572,0.005136642,0.003959841,0.004300442,0.00003836968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898906,0.0004457314,0.002006555,0.0002724779,0.00002808752,0.00001953654,0.0007439941,0.00009670499,0.006496368],"genre_scores_gemma":[0.9970616,0.0001167977,0.00154038,0.00004084422,0.00001882248,0.000002899333,0.0003207678,0.0000141812,0.0008838311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05060066,"threshold_uncertainty_score":0.1006122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003348115177463345,"score_gpt":0.1815617239071955,"score_spread":0.1782136087297321,"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."}}