{"id":"W2905505592","doi":"","title":"The Trans-Canada Highway vs The Information Highway: The Road Less Traveled?","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transport engineering; Geography; Highway system; Highway engineering; Engineering","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001519525,0.0004895441,0.0004149066,0.00006694769,0.009367652,0.001785206,0.00252839,0.0004334755,0.00172616],"category_scores_gemma":[0.0003110915,0.0003046701,0.0002888693,0.00008455076,0.001515765,0.006862953,0.0001011502,0.0008876624,0.0005288809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008149062,"about_ca_system_score_gemma":0.0035493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5902817,"about_ca_topic_score_gemma":0.9895661,"domain_scores_codex":[0.9961371,0.0002322215,0.0007360005,0.0003916118,0.001786547,0.0007165618],"domain_scores_gemma":[0.9962577,0.0006481792,0.001148243,0.00120279,0.0004455352,0.0002976162],"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":[0.00002643182,0.000003930296,5.045239e-7,0.00000972194,0.00004854059,0.000005224441,0.0005559522,0.000006838244,3.022128e-7,0.6337232,0.3474414,0.01817796],"study_design_scores_gemma":[0.0003489176,0.00003248575,0.002996767,0.0001501157,0.00008676584,0.000008349988,0.0004072429,0.00001097731,0.00001680587,0.01217492,0.983317,0.000449652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002326273,0.0002948415,0.00005607363,0.3788323,0.003116891,0.001128198,0.003060634,0.0000453981,0.6134424],"genre_scores_gemma":[0.08489127,0.003607635,0.00001060095,0.09923402,0.005290305,0.0004814957,0.0009181901,0.00007056551,0.8054959],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6358756,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977366484961129,"score_gpt":0.2384252950843246,"score_spread":0.2186516302347133,"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."}}