{"id":"W2043888899","doi":"10.4006/1.3025461","title":"Deconstructing the Natural Units","year":2001,"lang":"en","type":"article","venue":"Physics Essays","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Physics; History; Archaeology","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":[0.0001474875,0.00009977781,0.0000773917,0.00001993033,0.0006490663,0.0002939828,0.0002567386,0.00001092686,0.0005895725],"category_scores_gemma":[0.00002398225,0.00006711489,0.00003390442,0.0001171926,0.0002211398,0.0002915777,0.00007290606,0.0001457347,0.0003519516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001890924,"about_ca_system_score_gemma":0.00003615308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003624109,"about_ca_topic_score_gemma":0.0001064781,"domain_scores_codex":[0.9992295,0.0000274344,0.0001281288,0.0001614812,0.0002097466,0.0002437424],"domain_scores_gemma":[0.999505,0.00005533044,0.00006965347,0.0002008984,0.0001371378,0.00003192139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004831747,0.00002813626,0.002219683,0.000007013216,0.00004373792,0.000005396043,0.02542385,0.000007729885,0.00005497246,0.858079,0.03508233,0.07904328],"study_design_scores_gemma":[0.0003200438,0.000006924408,0.000463219,0.00002934036,0.00002185189,0.00001245069,0.008713311,0.0004985726,0.0001090074,0.1281555,0.861353,0.0003167793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2089121,0.0001345297,0.0001120063,0.0004075955,0.03172321,0.0001737646,0.0000147085,0.0001392777,0.7583829],"genre_scores_gemma":[0.9594558,0.000005358791,0.00005920364,0.0002336539,0.0006165252,0.00000557482,0.00001795682,0.00001121709,0.03959469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8262707,"threshold_uncertainty_score":0.6455405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144043173606809,"score_gpt":0.2244104852456272,"score_spread":0.1829700535095591,"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."}}