{"id":"W3105882432","doi":"","title":"A massive study of M2-brane proposals","year":2016,"lang":"en","type":"article","venue":"","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Perimeter Institute","funders":"","keywords":"Brane; Physics; Theoretical physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004094093,0.00007256565,0.0001369518,0.00001194936,0.00002024019,0.000006088202,0.00009201856,0.00001042011,0.001362044],"category_scores_gemma":[0.000001718269,0.00003736763,0.00004598696,0.00005836105,0.00005812919,0.000048677,0.00004744474,0.00002953811,0.00009445433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003072789,"about_ca_system_score_gemma":0.00001259429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004853426,"about_ca_topic_score_gemma":8.75289e-7,"domain_scores_codex":[0.9995061,0.00002424581,0.000133159,0.0001209546,0.00009723614,0.0001183636],"domain_scores_gemma":[0.9996358,0.00004735353,0.00004237966,0.000183811,0.00004853135,0.00004209774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001251477,0.0006218178,0.008425077,0.000002324424,0.0000479193,3.189598e-7,0.0001325061,5.779833e-7,0.001581759,0.9755328,0.0001555213,0.01348682],"study_design_scores_gemma":[0.00163054,0.0004336923,0.002252011,0.00002466791,0.00003460891,5.625115e-8,0.001570558,0.0000128852,0.03225356,0.9614227,0.0002142129,0.000150547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218111,0.000001334693,0.008425745,0.0001954358,0.00003196299,0.0002251343,0.00001084942,0.00001391669,0.06928451],"genre_scores_gemma":[0.9986717,1.289515e-7,0.00006990354,0.000009365857,0.00008577414,0.00001046185,7.106166e-7,0.000008410378,0.001143591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07686054,"threshold_uncertainty_score":0.9995508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006817175147746215,"score_gpt":0.2369544120981979,"score_spread":0.2301372369504517,"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."}}