{"id":"W4200122358","doi":"10.5194/ica-abs-3-289-2021","title":"Integrating Cybercartography and Cybernetics in the Circle of <i>All Nations</i> Indigenous mapping exemplar of William Commanda","year":2021,"lang":"en","type":"article","venue":"Abstracts of the ICA","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Indigenous; Cybernetics; Environmental ethics; Geography; Sociology; Philosophy; Epistemology; Biology; 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":[0.0002886188,0.0000486962,0.0001089393,0.0001089196,0.00003723682,0.00001490975,0.0005097869,0.00004743688,4.534356e-7],"category_scores_gemma":[0.0001332918,0.00003560883,0.00003738448,0.000478697,0.00007182243,0.0001163852,0.0001138482,0.0001459019,2.249381e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004961066,"about_ca_system_score_gemma":0.00002674232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007666936,"about_ca_topic_score_gemma":0.00006457096,"domain_scores_codex":[0.9993644,0.00002477531,0.0003177178,0.00006371466,0.000141414,0.00008793557],"domain_scores_gemma":[0.9991878,0.0001905427,0.000181775,0.0003500492,0.00007997314,0.000009832629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001359348,0.001310633,0.04671592,0.00177938,0.0003892172,0.00003042304,0.2861455,0.03525639,0.1360981,0.201731,0.001214067,0.2893157],"study_design_scores_gemma":[0.0007946996,0.0001837205,0.6226876,0.0007130055,0.00002599462,0.0001359538,0.003573786,0.004088807,0.3443024,0.01132988,0.01183917,0.0003249905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925885,0.0002394428,0.003752005,0.0005778677,0.00006502119,0.00008409435,0.000003997623,0.00001702191,0.002672071],"genre_scores_gemma":[0.9927199,0.00007069869,0.007106293,0.00009061829,0.000002930414,0.000002157608,0.000001108566,0.000002037369,0.000004259885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5759717,"threshold_uncertainty_score":0.1452086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007551795497583413,"score_gpt":0.2038071151800198,"score_spread":0.1962553196824364,"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."}}