{"id":"W7064032552","doi":"","title":"ADOT’S NEW INTERSTATE: A SONORAN DESERT COMMUNITY’S INPUT DURING THE TRANSPORTATION PLANNING PROCESS","year":2021,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desert (philosophy); Transportation planning; Process (computing); Regional planning; Section (typography); Community planning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009933961,0.0004337125,0.0003157574,0.001044096,0.02653897,0.008553764,0.001354752,0.002192595,0.01464358],"category_scores_gemma":[0.01319729,0.0005759781,0.0002910305,0.0009798234,0.003485164,0.003180469,0.006533502,0.005307546,0.0009969909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009496176,"about_ca_system_score_gemma":0.0218753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08751499,"about_ca_topic_score_gemma":0.2834179,"domain_scores_codex":[0.9964013,0.001708591,0.00009493138,0.0003766362,0.0007444299,0.0006741975],"domain_scores_gemma":[0.9892122,0.002612105,0.0003309319,0.0004043358,0.003403229,0.004037317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001764783,0.0006134076,0.01742684,0.0002974581,0.00002990873,0.009048514,0.3820777,0.001138828,0.006132789,0.02003052,0.3572558,0.2057719],"study_design_scores_gemma":[0.00001096661,0.00007731475,0.003975805,0.0001282964,0.000005834162,0.0003148874,0.3953468,0.0004698605,0.0005039373,0.001935268,0.5971904,0.00004063662],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5668613,0.001963452,0.01423919,0.1695232,0.003855735,0.001773532,0.0006718531,0.0005986085,0.2405131],"genre_scores_gemma":[0.81104,0.001466573,0.03329042,0.01403572,0.0005087105,0.0008376809,0.0005170059,0.0004312108,0.1378726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08751499,"threshold_uncertainty_score":0.1740112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009290669060893694,"score_gpt":0.2187263025478525,"score_spread":0.2094356334869588,"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."}}