{"id":"W4385747306","doi":"10.59962/9780774818544-005","title":"Drains and Cultural Communities: The Early Years of Manitoba Drainage, 1870-1915","year":2011,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drainage; Geography; History; Archaeology; Ecology; Biology","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":[0.0002677165,0.0003643604,0.0002159163,0.001886759,0.006493318,0.002521864,0.0007475958,0.0005278831,0.004944637],"category_scores_gemma":[0.0008914443,0.0003830111,0.0001065698,0.006048634,0.00518764,0.00114907,0.00203542,0.0009770739,0.0003015179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02497764,"about_ca_system_score_gemma":0.02056953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8789212,"about_ca_topic_score_gemma":0.9860873,"domain_scores_codex":[0.9997886,0.00003634361,0.000008430579,0.00002544892,0.00004850797,0.00009272785],"domain_scores_gemma":[0.9997179,0.00004621367,0.00006223974,0.00001205884,0.00008275267,0.00007895207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001429467,0.00008978771,0.08997549,0.0003979219,0.00003478316,0.001957346,0.702212,0.0004765764,0.00192424,0.07113858,0.01709121,0.1145592],"study_design_scores_gemma":[0.00000723452,0.00003105011,0.3503704,0.0008364209,0.00002898641,0.0004922026,0.1974563,0.0001407648,0.0005300794,0.002907086,0.4471673,0.00003219342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8057437,0.02831249,0.0002797266,0.005298294,0.0001525901,0.00004936769,0.001196256,0.00003140189,0.1589362],"genre_scores_gemma":[0.9329612,0.0117223,0.0003041828,0.0002755676,0.00004232689,0.00002693097,0.0002263808,0.00002758832,0.05441341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1210788,"threshold_uncertainty_score":0.2435838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506502069822311,"score_gpt":0.1555344048845266,"score_spread":0.1404693841863035,"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."}}