{"id":"W4387813135","doi":"10.21468/scipost.report.5747","title":"Report on 2208.11597v1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Energy Research Scientific Computing Center; U.S. Department of Energy; Office of Science; Smithsonian Institution; National Science Foundation","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001085699,0.000831222,0.001032706,0.001312783,0.001378307,0.004059191,0.001356089,0.001499,0.9304647],"category_scores_gemma":[0.00349105,0.0002475251,0.0002533727,0.001460303,0.000386378,0.001886817,0.002745756,0.0009750781,0.9077815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008585578,"about_ca_system_score_gemma":0.001306422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176445,"about_ca_topic_score_gemma":0.003981975,"domain_scores_codex":[0.9990884,0.000110074,0.00003309835,0.0002096522,0.0004303039,0.0001284391],"domain_scores_gemma":[0.9980008,0.0001472591,0.0001031225,0.0002986443,0.0007257753,0.00072442],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004308051,0.0000262562,0.0001297202,0.0001205819,0.000004495835,0.00004395224,0.00001438301,0.00005374495,0.0004787134,0.001295094,0.9124792,0.08531082],"study_design_scores_gemma":[0.000006833302,0.000007922709,0.0001716127,0.00002791518,9.337116e-7,0.00001273465,0.000008342726,0.00003854196,0.00007002447,0.0002495049,0.9994031,0.000002603643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005485602,0.0008176545,0.002105506,0.002234006,0.004263498,0.0004457352,0.02432957,0.004715053,0.9605404],"genre_scores_gemma":[0.002304524,0.0003294736,0.0007710716,0.0003780717,0.0006187364,0.0001602964,0.0119893,0.001105731,0.9823428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9989143,"threshold_uncertainty_score":0.09918368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183139622547733,"score_gpt":0.2759907137739732,"score_spread":0.2576767515191999,"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."}}