{"id":"W2781549889","doi":"","title":"Peguis First Nations TLE Selection. Acquisition and Development Background Report and Strategic Framework","year":2011,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Computer science; Process management; Political science; Business; Artificial intelligence","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":[0.001497038,0.0005778882,0.0002679328,0.00280037,0.001332469,0.00190316,0.000582682,0.0007170188,0.02096993],"category_scores_gemma":[0.002357672,0.0003837916,0.0002014071,0.003248144,0.0001838194,0.000648525,0.001282713,0.001074269,0.006609351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003479595,"about_ca_system_score_gemma":0.01779268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2640106,"about_ca_topic_score_gemma":0.3220024,"domain_scores_codex":[0.9992059,0.0001065,0.00004174574,0.00006356924,0.0002647075,0.0003176838],"domain_scores_gemma":[0.9988938,0.0001084041,0.0001014941,0.00007098378,0.0005111455,0.0003142132],"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":[0.0003465869,0.0001467488,0.02209459,0.0002821741,0.00001540208,0.0006265362,0.0006293322,0.0006114306,0.001163736,0.02354908,0.8458027,0.1047318],"study_design_scores_gemma":[0.00003779817,0.00003870124,0.05532536,0.00008318228,0.000007850586,0.0001177617,0.0004817165,0.0002347959,0.001257683,0.0006805112,0.941719,0.00001561425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06329913,0.006193865,0.004432172,0.02108663,0.002468426,0.003508431,0.2294984,0.0007515612,0.6687614],"genre_scores_gemma":[0.1347926,0.004188471,0.0126676,0.003246062,0.0001816928,0.002836991,0.1188354,0.0003600862,0.7228912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7359894,"threshold_uncertainty_score":0.5249478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177154751266723,"score_gpt":0.1987567268532179,"score_spread":0.1769851793405507,"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."}}