{"id":"W2884704023","doi":"10.5539/jmr.v10n5p28","title":"Developable or Not Related to Information Loss","year":2018,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitat de Barcelona","keywords":"Mathematics; Lemma (botany); Euclidean space; Euclidean geometry; Space (punctuation); Developable surface; Field (mathematics); Surface (topology); Pure mathematics; Calculus (dental); Geometry; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002274422,0.00006472673,0.0001748031,0.000548337,0.00008426479,0.00009321339,0.0002502395,0.00005717489,0.0002240959],"category_scores_gemma":[0.0006467918,0.00004541664,0.00004740234,0.0006422289,0.0000306765,0.0002758177,0.00004098284,0.0003158856,0.000751315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009335144,"about_ca_system_score_gemma":0.00008153512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002171587,"about_ca_topic_score_gemma":0.000003906167,"domain_scores_codex":[0.9984959,0.00002590415,0.0005318427,0.0000344292,0.0006834217,0.0002284992],"domain_scores_gemma":[0.9986004,0.0001431888,0.0000589785,0.000139986,0.0009335957,0.0001239117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007031757,0.0007681622,0.0004808527,0.003869003,0.002358777,0.00035532,0.1113118,0.4331343,0.02726915,0.006764881,0.2818222,0.1311624],"study_design_scores_gemma":[0.0006671643,0.0004582469,0.0001156512,0.0006396467,0.00003858149,0.0002742638,0.002573921,0.9519792,0.02195291,0.005774046,0.01525327,0.0002730955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8367751,0.00003328689,0.15487,0.0005652578,0.0001761138,0.0001013512,0.000002654204,0.00004829907,0.007427942],"genre_scores_gemma":[0.9661579,0.00005467641,0.03275922,0.00002502368,0.00008144248,0.000001676501,5.243477e-7,0.00001400236,0.0009055166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.518845,"threshold_uncertainty_score":0.9656885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08754778097015782,"score_gpt":0.3775341949663782,"score_spread":0.2899864139962204,"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."}}