{"id":"W4380635477","doi":"10.21468/scipost.report.5906","title":"Report on 2111.00955v2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Institut Périmètre de physique théorique; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007481193,0.0006449245,0.0008412828,0.0009535454,0.001322128,0.003584846,0.001252049,0.001628571,0.8568824],"category_scores_gemma":[0.001729804,0.0002294266,0.0002769035,0.001490883,0.0004663661,0.001501924,0.002177316,0.001302745,0.8558407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210052,"about_ca_system_score_gemma":0.0008385354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000254,"about_ca_topic_score_gemma":0.003573727,"domain_scores_codex":[0.9993474,0.0001066115,0.00001883622,0.0001582293,0.0002658706,0.0001030464],"domain_scores_gemma":[0.9990889,0.0000907871,0.00004720734,0.0002019115,0.0003268209,0.0002443971],"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":[0.00009673645,0.00007562449,0.0003196594,0.0002513047,0.00001749466,0.0001090038,0.00004467461,0.000208935,0.00153622,0.0117253,0.7962518,0.1893632],"study_design_scores_gemma":[0.000007998182,0.00001198761,0.0002221112,0.00004926848,0.000002385971,0.00002483982,0.00002024514,0.0001627246,0.0002505056,0.0008894652,0.9983547,0.000003741079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009612955,0.0007437286,0.001786562,0.00206224,0.00195579,0.0001151296,0.005443921,0.001613701,0.9853176],"genre_scores_gemma":[0.00395949,0.0003870137,0.0008708789,0.0002772102,0.0002615289,0.00005986276,0.003120577,0.0004816284,0.9905819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8568824,"threshold_uncertainty_score":0.2041399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633544962243837,"score_gpt":0.2912255384716144,"score_spread":0.274890088849176,"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."}}