{"id":"W4406947559","doi":"10.1177/036063251304300111","title":"Back on the Grid","year":2013,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grid; Computer science; Geology; Geodesy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001069264,0.00008725163,0.00005301802,0.000007929001,0.0001810827,0.000007894817,0.0001982331,0.00002927643,0.004038422],"category_scores_gemma":[0.000004149144,0.00005364537,0.00002839275,0.00009493261,0.0004403582,0.00006873928,0.00004939298,0.00007543698,0.05402609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257596,"about_ca_system_score_gemma":0.000001812924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575654,"about_ca_topic_score_gemma":9.605271e-7,"domain_scores_codex":[0.9993192,0.00004889453,0.0001012213,0.0002158492,0.0001787622,0.0001360889],"domain_scores_gemma":[0.9995419,0.00009271471,0.00007726152,0.000240238,0.000001524672,0.00004637268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001973076,0.0002469874,0.003190663,0.000004664861,0.0000130416,5.867479e-7,0.0009583483,0.005112747,0.2864253,0.002482816,0.6564689,0.0450762],"study_design_scores_gemma":[0.0002057171,0.0001802949,0.04359652,0.00001553804,0.00001367596,0.000009734395,0.0004587032,0.009953205,0.02348278,0.003960025,0.9176333,0.0004905225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3412226,0.00009243412,0.1969602,0.02225545,0.0002604074,0.003574717,0.000003132915,0.0001908877,0.4354402],"genre_scores_gemma":[0.9855656,0.00001220087,0.003822483,0.002859673,0.0001207362,0.0003678265,0.000005334997,0.0000171437,0.007228988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.644343,"threshold_uncertainty_score":0.996872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164887492012681,"score_gpt":0.1810758281141946,"score_spread":0.1694269531940678,"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."}}