{"id":"W4399977672","doi":"10.1007/978-3-031-61113-1_3","title":"Physics for Humans: Kant, Physics, and the Neo-Aristotelian Natural Power Grid","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Physics; Natural (archaeology); Natural science; Theoretical physics; Power grid; Power (physics); Epistemology; Philosophy; Quantum mechanics; Geography; Astronomy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002608421,0.0004147233,0.0004690496,0.00003503517,0.0004946078,0.000445576,0.000248994,0.0001914354,0.0007598498],"category_scores_gemma":[0.00001452682,0.0002359779,0.0004351269,0.000006043673,0.001831648,0.00009673413,0.0001569129,0.00107956,0.0001892368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222574,"about_ca_system_score_gemma":0.00003903091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004963736,"about_ca_topic_score_gemma":0.0001715831,"domain_scores_codex":[0.9988125,0.00001271024,0.0002854671,0.0004157583,0.0002427092,0.0002308706],"domain_scores_gemma":[0.998912,0.0003964284,0.0001144881,0.0003500121,0.0001704826,0.0000565941],"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":[0.00005747404,0.000010045,1.057652e-8,0.0001260863,0.000245841,0.000003594997,0.003336063,2.021401e-7,6.954256e-7,0.9904019,0.004714803,0.00110332],"study_design_scores_gemma":[0.0002398943,0.00003133286,3.451163e-8,0.00008873277,0.0001071922,6.740701e-7,0.00005845116,0.00003426931,0.000001374672,0.5333721,0.465863,0.0002028918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004861979,0.004168666,0.00004405895,0.005632959,0.002679117,0.0004814589,0.0004515202,0.0001164632,0.9864209],"genre_scores_gemma":[0.1071639,0.0003080663,0.00001409545,0.003622076,0.01009294,0.0000323804,0.0001329615,0.000133593,0.8785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4611482,"threshold_uncertainty_score":0.9622901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618662705412899,"score_gpt":0.2372078127041573,"score_spread":0.2010211856500284,"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."}}