{"id":"W205464183","doi":"10.1016/b978-0-444-62713-1.00017-9","title":"The Role of Experience in the Iterative Development of the Lake Huron Treaty Atlas","year":2014,"lang":"en","type":"book-chapter","venue":"Modern cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Treaty; Status quo; Atlas (anatomy); Iterative and incremental development; Indigenous; Dimension (graph theory); Geography; Political science; Cartography; Management; Law; Geology; Economics; Mathematics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004758,0.0002056686,0.0003038947,0.0001528409,0.00091133,0.00005111729,0.0007498342,0.0001438803,0.0000114382],"category_scores_gemma":[0.00003336705,0.0001018808,0.0002944232,0.0002155273,0.00110928,0.00006904999,0.0001045314,0.0001957098,0.000003394962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002076309,"about_ca_system_score_gemma":0.0001025255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000294299,"about_ca_topic_score_gemma":0.02938761,"domain_scores_codex":[0.9979039,0.0001596415,0.0006266033,0.0001697086,0.0009015881,0.0002385135],"domain_scores_gemma":[0.9984242,0.0002664136,0.0005826763,0.0004248811,0.0002776307,0.00002414041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001317928,0.00001346664,0.02173832,0.00002810992,0.0001224414,2.178207e-7,0.7922571,0.000009440632,0.000009921715,0.1715744,0.0002245231,0.01400895],"study_design_scores_gemma":[0.0001265638,0.00002043303,0.006372094,0.0001760142,0.00002219724,4.158789e-7,0.02618134,0.0000109757,0.00007669693,0.01066,0.9561773,0.0001759864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01932341,0.002371996,0.000129264,0.000318038,0.0003006139,0.001125873,0.00003407064,0.00002078997,0.9763759],"genre_scores_gemma":[0.9920536,0.0001473955,0.00003381338,0.00005413995,0.00004574649,0.0001183466,0.000003809378,0.000009859238,0.007533249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727302,"threshold_uncertainty_score":0.9883235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045050234911849,"score_gpt":0.2556781323885822,"score_spread":0.2352276300394637,"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."}}