{"id":"W3200543987","doi":"10.1109/21cw48944.2021.9532529","title":"Circle of All Nations Digital Global Village – William Commanda's Indigenous Cybernetic Navigation into the Age of Information Technology","year":2021,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Indigenous; Cybernetics; Sociology; Conceptualization; Sociotechnical system; Value (mathematics); Social science; Knowledge management; Environmental ethics; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006864605,0.0001677919,0.0001201289,0.0006253285,0.009849656,0.003789302,0.0004107514,0.001047404,0.004379982],"category_scores_gemma":[0.001516321,0.00009886175,0.00006640557,0.0006644112,0.01265385,0.003724592,0.003965706,0.0018067,0.0004046047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003499747,"about_ca_system_score_gemma":0.002887113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0353967,"about_ca_topic_score_gemma":0.05489258,"domain_scores_codex":[0.9993545,0.0003387453,0.00001189113,0.00008493632,0.0001252266,0.00008466451],"domain_scores_gemma":[0.9993302,0.0002464512,0.00004254818,0.00005459545,0.0001015793,0.0002246161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001999112,0.00001560756,0.0009965355,0.00006581024,0.000002032094,0.0009700432,0.386864,0.0001109866,0.0007138959,0.5434436,0.034129,0.03266855],"study_design_scores_gemma":[0.00000159042,0.00001906125,0.001312229,0.0001525385,0.000002081041,0.0006926267,0.08632585,0.0001753168,0.0002518742,0.05126679,0.8597848,0.00001523718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2221286,0.01621955,0.01210786,0.09993218,0.001930664,0.00007741322,0.0000893536,0.0002441449,0.6472703],"genre_scores_gemma":[0.925586,0.002987211,0.00217138,0.002591024,0.0001357046,0.0000315143,0.00001435798,0.00004740735,0.06643541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9646033,"threshold_uncertainty_score":0.07038134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007583880398179457,"score_gpt":0.2620399633807241,"score_spread":0.2544560829825446,"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."}}