{"id":"W4386568649","doi":"10.29173/pathfinder71","title":"Looking to the Future","year":2023,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Indigenous; Sovereignty; Alliance; Corporate governance; Political science; Government (linguistics); Possession (linguistics); Implementation; Colonialism; Indigenous rights; Public administration; Public relations; Business; Human rights; Law; Computer science; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006377975,0.0005393161,0.0007673618,0.001532949,0.01659917,0.02042658,0.002240178,0.005989842,0.06469662],"category_scores_gemma":[0.01081474,0.0002779451,0.0007527593,0.002343227,0.01761391,0.02187188,0.0110026,0.01111556,0.01285215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02042015,"about_ca_system_score_gemma":0.06443313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2893545,"about_ca_topic_score_gemma":0.3530398,"domain_scores_codex":[0.994191,0.001329911,0.000127869,0.0008496214,0.001490523,0.002011116],"domain_scores_gemma":[0.9911848,0.001238871,0.0003011325,0.0007352902,0.002528752,0.004011135],"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":[0.00002594192,0.00003888079,0.000920476,0.0002447428,0.00001585961,0.000211216,0.01928246,0.0001364855,0.000268582,0.5207979,0.3826549,0.07540251],"study_design_scores_gemma":[0.000001477527,0.000004331715,0.0002633803,0.0002344904,0.000003118756,0.00004254895,0.009000118,0.0000261626,0.00003430025,0.02201196,0.968366,0.00001199141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004181927,0.02807269,0.003975328,0.6322989,0.01025815,0.00003700328,0.0006568672,0.0002940162,0.3202251],"genre_scores_gemma":[0.2111754,0.0635422,0.01111024,0.2228559,0.00528042,0.0001359069,0.00159136,0.0007073928,0.4836012],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2893545,"threshold_uncertainty_score":0.5753406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025251659200055,"score_gpt":0.3671220303484066,"score_spread":0.3368695137564061,"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."}}