{"id":"W2595455649","doi":"10.4153/cmb-2017-069-x","title":"On Deformations of Nodal Hypersurfaces","year":2017,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; NODAL; Infinitesimal; Pure mathematics; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004408702,0.0001482426,0.0003623981,0.0002047998,0.0003707331,0.0001124646,0.0005035738,0.0001145233,0.01411906],"category_scores_gemma":[0.004015529,0.0001167174,0.0001603728,0.000104647,0.0001371297,0.00004933065,0.000036377,0.0001604072,0.004237944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006026817,"about_ca_system_score_gemma":0.00008938829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006944551,"about_ca_topic_score_gemma":0.001264054,"domain_scores_codex":[0.9988507,0.00002768188,0.0003650929,0.0001579959,0.0002893946,0.0003091486],"domain_scores_gemma":[0.9980713,0.0004133067,0.0002285884,0.0008370206,0.0001092246,0.0003405212],"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":[0.000005778314,0.0001123419,0.0001537042,0.0001398267,0.00008547762,0.00001234122,0.0002738422,0.00001248374,0.0000167977,0.9392062,0.0589237,0.001057452],"study_design_scores_gemma":[0.000719548,0.000140215,0.001654526,0.0002856894,0.0002190377,0.00002083374,0.0006274597,0.001013705,0.0003803868,0.9311989,0.06320827,0.0005314371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6233765,0.00003371142,0.00237045,0.00702082,0.0001062689,0.0002751121,0.00005300982,0.00003402792,0.3667301],"genre_scores_gemma":[0.9917362,0.000002503893,0.004520786,0.0001810521,0.0000339025,0.00001057771,0.000003642022,0.00001772241,0.003493628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3683597,"threshold_uncertainty_score":0.9965374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065696722134801,"score_gpt":0.2898123866514598,"score_spread":0.2491554194301118,"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."}}