{"id":"W4386486878","doi":"10.21468/scipost.report.7293","title":"Report on 2206.15118v2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Perimeter Institute","funders":"Institut Périmètre de physique théorique; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Political science","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":["insufficient_payload"],"category_scores_codex":[0.0009581723,0.0007528451,0.001121479,0.001025641,0.001453445,0.003756552,0.001545822,0.001973732,0.8595696],"category_scores_gemma":[0.002835885,0.0002601825,0.0002981008,0.002014584,0.0005100758,0.001564052,0.002404108,0.001573235,0.8661377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305703,"about_ca_system_score_gemma":0.001016229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269646,"about_ca_topic_score_gemma":0.003913174,"domain_scores_codex":[0.9991271,0.0001659564,0.000026784,0.0002143855,0.0003433155,0.0001224716],"domain_scores_gemma":[0.998798,0.000130413,0.00006131436,0.0002377627,0.0004484321,0.0003240432],"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":[0.0001076024,0.00007406093,0.0003251826,0.0002634846,0.00001841971,0.00009294629,0.0000411317,0.0002165167,0.001011623,0.007994543,0.8330462,0.1568082],"study_design_scores_gemma":[0.00001184012,0.00001314744,0.0002321679,0.00006611926,0.000002881,0.00002335742,0.00002339518,0.0001994625,0.0001745839,0.0009367137,0.9983113,0.000004946315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009227308,0.00102885,0.002069205,0.003685738,0.003111338,0.000189288,0.008982562,0.001944799,0.9780656],"genre_scores_gemma":[0.004302291,0.0005634094,0.0009963387,0.0005132901,0.0003611285,0.0001103769,0.004093342,0.0006257672,0.988434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1404304,"threshold_uncertainty_score":0.2003069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900987110212452,"score_gpt":0.3581040528360263,"score_spread":0.3190941817339018,"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."}}