{"id":"W6966768079","doi":"10.48660/18050035","title":"Where do black hole binaries come from, and can we actually know that?","year":2018,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Black hole (networking); Black box; Set (abstract data type); Field (mathematics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001288117,0.0006348152,0.0007277742,0.000316426,0.00008490766,0.0003617902,0.0005202062,0.0006050325,0.02520714],"category_scores_gemma":[0.00004100271,0.0005865693,0.00009290165,0.0001834421,0.001010893,0.0001003551,0.0002967916,0.0003052707,0.04637836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009720463,"about_ca_system_score_gemma":0.000159408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102863,"about_ca_topic_score_gemma":0.02857316,"domain_scores_codex":[0.9979321,0.0001151664,0.00020526,0.0007606137,0.0004574273,0.0005294827],"domain_scores_gemma":[0.9982815,0.00008935202,0.000355981,0.0009871111,0.00005506273,0.0002310191],"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":[0.00003715,0.00005718049,0.004094965,0.0001489593,0.0003011838,0.00003205605,0.002100128,2.778276e-7,0.0001217275,0.0001235051,0.9921039,0.0008789565],"study_design_scores_gemma":[0.0007454425,0.00009207339,0.0007093641,0.001115581,0.000168065,0.000002483765,0.000451086,0.000008197588,0.00006183103,0.0003795906,0.9955623,0.0007040027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007672658,0.02206169,0.000007287976,0.0008403689,0.000653852,0.0006617495,0.004148461,0.0009594715,0.9629945],"genre_scores_gemma":[0.0158717,0.002692379,0.000597555,0.0001150628,0.001485105,0.00002798874,0.0002734196,0.002657938,0.9762788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0264703,"threshold_uncertainty_score":0.9996586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828621435687577,"score_gpt":0.2481240957466088,"score_spread":0.2298378813897331,"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."}}