{"id":"W7071901118","doi":"","title":"Transportation infrastructure and regional development in northern Manitoba: realities and prospects","year":2012,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Forcing (mathematics); Transportation infrastructure; Flow network; Regional development; Modal; Transport infrastructure; Transport network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376858,0.000286575,0.000222311,0.001439364,0.001831972,0.002440005,0.0008469179,0.0004052517,0.003738504],"category_scores_gemma":[0.001380775,0.0002092345,0.0003098787,0.005658698,0.002363765,0.0009679676,0.001546288,0.000633206,0.0002044463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03038726,"about_ca_system_score_gemma":0.03305557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9593995,"about_ca_topic_score_gemma":0.9836344,"domain_scores_codex":[0.999523,0.00008994071,0.000006837857,0.00003512472,0.00007409287,0.0002710122],"domain_scores_gemma":[0.999115,0.0001492243,0.00008383739,0.00002740748,0.0004070012,0.0002174351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001944107,0.0001956304,0.7120386,0.001130854,0.0001578212,0.004235305,0.0248633,0.0111839,0.002100288,0.1052894,0.01488224,0.1237284],"study_design_scores_gemma":[0.00002067533,0.00008463404,0.8444605,0.0009125991,0.00008948809,0.0005247313,0.07446873,0.005076522,0.0003953392,0.007696198,0.06618809,0.00008246231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584955,0.0259868,0.0007400907,0.02736825,0.00008742187,0.00007303667,0.001942319,0.00004688079,0.08525976],"genre_scores_gemma":[0.9735805,0.01606385,0.0007725139,0.0002909056,0.00002754891,0.00002838814,0.0004868458,0.000005189396,0.00874425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060054,"threshold_uncertainty_score":0.220476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180562105646743,"score_gpt":0.2093700532982924,"score_spread":0.197564432241825,"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."}}