{"id":"W2626920921","doi":"10.4006/0836-1398-30.2.228","title":"From Einstein field equation to essential quantization","year":2017,"lang":"en","type":"article","venue":"Physics Essays","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics; Einstein; Quantization (signal processing); Mathematical physics; Field (mathematics); Theoretical physics; Classical mechanics; Statistics; Mathematics; Pure mathematics","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":[0.00007889298,0.00008993762,0.0001028168,0.00001520859,0.0003548035,0.000161571,0.0001871241,0.00002606233,0.0001672369],"category_scores_gemma":[0.00003180508,0.00009481618,0.00006175565,0.00003634482,0.00002345749,0.0003709745,0.00006053006,0.0000915741,0.0003011702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008256932,"about_ca_system_score_gemma":0.00002463434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006914295,"about_ca_topic_score_gemma":0.000005270992,"domain_scores_codex":[0.9994294,0.00003198866,0.0001087208,0.0001746497,0.0001440807,0.0001111344],"domain_scores_gemma":[0.9992979,0.0001507789,0.0001240091,0.0003249995,0.0000553912,0.00004690562],"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":[0.00001561869,0.00006278132,0.0047826,0.000002081696,0.00003072357,2.584286e-7,0.0004537255,0.0006830285,0.004169939,0.9656266,0.0004409592,0.02373167],"study_design_scores_gemma":[0.0002259873,0.00001851331,0.001629847,0.0000211916,0.00001695506,1.205611e-8,0.0000633603,0.002437791,0.01754883,0.9776977,0.0002142154,0.0001256219],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1577966,0.000003416287,0.7376227,0.0008717129,0.0003613507,0.0001320903,0.00005790472,0.00001811061,0.1031362],"genre_scores_gemma":[0.9971148,3.024523e-7,0.0009120589,0.00007226747,0.001294042,0.00001623785,0.0001577724,0.0000107726,0.0004217295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8393182,"threshold_uncertainty_score":0.3871034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026713195260281,"score_gpt":0.3044454619425093,"score_spread":0.2777322666822283,"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."}}