{"id":"W2979796746","doi":"10.48550/arxiv.1910.02976","title":"Indigenizing the next decade of astronomy in Canada","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Obligation; Commission; Inclusion (mineral); Political science; Work (physics); Library science; Sociology; Social science; Engineering; Law; Ecology; Computer science","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":[0.004597196,0.0005028677,0.0005845666,0.002777691,0.02720554,0.01724609,0.002571012,0.004836891,0.02643713],"category_scores_gemma":[0.01111523,0.000451127,0.0009411545,0.005517489,0.0076761,0.004295562,0.006105245,0.008581817,0.002716951],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1767524,"about_ca_system_score_gemma":0.4896901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969559,"about_ca_topic_score_gemma":0.9981148,"domain_scores_codex":[0.9928461,0.000360915,0.0001949594,0.0003777138,0.003127801,0.003092595],"domain_scores_gemma":[0.9857343,0.0007847055,0.0002648923,0.0003065522,0.007057538,0.005851973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002433681,0.00001947065,0.00207122,0.000265809,0.00001370951,0.0003123731,0.0115981,0.0002146603,0.0003058182,0.09201059,0.8443,0.0488639],"study_design_scores_gemma":[0.000004264052,0.000004108352,0.004714177,0.0001780015,0.000007402464,0.00004537249,0.007306921,0.00005820562,0.00007867661,0.001986416,0.9855854,0.00003104459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0191393,0.04590685,0.001475134,0.5234935,0.0217702,0.0001889836,0.006324118,0.0004927909,0.381209],"genre_scores_gemma":[0.2590208,0.04485885,0.006046028,0.1564374,0.001965119,0.0001828879,0.004737433,0.0007188732,0.5260325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8232476,"threshold_uncertainty_score":0.9548505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06142935604301307,"score_gpt":0.2117733332093625,"score_spread":0.1503439771663495,"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."}}