{"id":"W4230433159","doi":"10.1007/978-3-319-39975-1_2","title":"Early Highway Planning","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transport engineering; Quarter (Canadian coin); Truck; Highway system; Control (management); Transit (satellite); Engineering; Civil engineering; Geography; Computer science; Public transport; Automotive engineering; Archaeology","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":[0.0003446028,0.0006974287,0.0002412705,0.001239225,0.002382687,0.003627363,0.0007286546,0.0009545739,0.1154957],"category_scores_gemma":[0.0007357429,0.0003820491,0.0001913474,0.00184783,0.001052203,0.002116855,0.001329369,0.002127052,0.02666362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345806,"about_ca_system_score_gemma":0.005779356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05135749,"about_ca_topic_score_gemma":0.1590579,"domain_scores_codex":[0.9997336,0.00004290657,0.000007491439,0.00004675586,0.0001124707,0.00005671229],"domain_scores_gemma":[0.999866,0.00001618373,0.000004614958,0.00001833217,0.00007436014,0.00002042641],"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":[0.000007634974,0.00001976558,0.0001880607,0.00006292496,0.000001867298,0.00003932805,0.0006958841,0.0004573915,0.00006998797,0.2913286,0.5649517,0.142177],"study_design_scores_gemma":[3.820055e-7,0.000001113487,0.00007349172,0.00003582588,5.841461e-7,0.000008767312,0.00008866036,0.00003652876,0.00002087592,0.006702918,0.9930297,0.000001129744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003824032,0.002662945,0.001238332,0.001154241,0.0005531127,0.0000150827,0.0001638746,0.00007258415,0.9937575],"genre_scores_gemma":[0.004527473,0.002088469,0.0005161319,0.0002398887,0.00006863461,0.0000136333,0.000141252,0.00004998887,0.9923545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1154957,"threshold_uncertainty_score":0.3863716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152461551114941,"score_gpt":0.1848061312579996,"score_spread":0.1732815157468502,"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."}}