{"id":"W4404342111","doi":"10.48550/arxiv.2410.19677","title":"C-metric in a (nut)shell","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Algebraic and Geometric Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nut; Shell (structure); Metric (unit); Mathematics; Physics; Economics; Engineering; Acoustics; Operations management; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005154105,0.0004027782,0.00069561,0.002933866,0.0000558609,0.0000629458,0.0007515036,0.0005175963,0.0006157196],"category_scores_gemma":[0.0003939765,0.0004313401,0.0005107995,0.006115782,0.00009498708,0.00006821091,0.00174489,0.001237076,0.0008367777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004786255,"about_ca_system_score_gemma":0.0002025834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003587907,"about_ca_topic_score_gemma":0.0002072091,"domain_scores_codex":[0.9978575,0.0001177334,0.000372576,0.001072187,0.0001499949,0.0004300786],"domain_scores_gemma":[0.99807,0.0005141033,0.000221962,0.0009370586,0.0001030716,0.0001537951],"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":[0.00007777829,0.0006192905,0.01417498,0.001701785,0.001316802,0.003625333,0.0007733929,0.0269288,0.000003817807,0.933623,0.01532445,0.001830554],"study_design_scores_gemma":[0.0003618469,0.0000268063,0.0004561174,0.0001902247,0.0007180378,0.000003622482,0.0003593005,0.04393548,0.000009701665,0.9525672,0.0008403442,0.0005313141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241748,0.001227947,0.0291702,0.000127208,0.0005484006,0.0004715897,0.00004720049,0.0003656599,0.04386692],"genre_scores_gemma":[0.970679,0.0004283321,0.0004486397,0.00003876281,0.0001036162,0.000001410014,0.00001715963,0.00004792171,0.0282351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04650418,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107538908416345,"score_gpt":0.2205686737502037,"score_spread":0.1130297653338587,"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."}}