{"id":"W2962905916","doi":"10.4310/atmp.2018.v22.n4.a1","title":"","year":2019,"lang":"en","type":"article","venue":"Edinburgh Research Explorer","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Vortex; Physics; Classical mechanics; Theoretical physics; Mathematical physics; Quantum electrodynamics; Mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002692765,0.0003278846,0.0003525174,0.0006665765,0.00113926,0.001686706,0.0006403731,0.000829826,0.007166356],"category_scores_gemma":[0.0005674977,0.0001601329,0.0004532332,0.0004105649,0.001547258,0.001822369,0.001080796,0.0006954246,0.001268314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113354,"about_ca_system_score_gemma":0.000410065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006016693,"about_ca_topic_score_gemma":0.0007557116,"domain_scores_codex":[0.9997725,0.00005274704,0.00001168207,0.00004653676,0.000069771,0.00004678051],"domain_scores_gemma":[0.9998015,0.00002638469,0.00003193988,0.00004766004,0.00004193691,0.00005060309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000941338,0.00001730138,0.0002500068,0.000024644,0.000003889268,0.00004965238,0.0001123102,0.0004772041,0.001922384,0.9903623,0.0008432866,0.005927455],"study_design_scores_gemma":[0.00001039934,0.00003201378,0.0006946958,0.00002263985,0.000005609082,0.0002810553,0.00011929,0.01058793,0.001799137,0.9762411,0.01019107,0.00001507119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5075498,0.002157519,0.2073685,0.001934356,0.001002833,0.0001409855,0.0003904047,0.0004564528,0.2789992],"genre_scores_gemma":[0.9332772,0.0006064592,0.02614708,0.0005089733,0.0002281096,0.00009583429,0.0003233983,0.0001196998,0.03869322],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9928336,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081847079157133,"score_gpt":0.3456527846192999,"score_spread":0.2948343138277286,"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."}}