{"id":"W4378218839","doi":"10.1007/s11625-023-01330-3","title":"Indigenous trans-systemics: changing the volume on systems","year":2023,"lang":"en","type":"review","venue":"Sustainability Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Lethbridge","funders":"Academy of Finland; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Indigenous; Humility; Sociology; Epistemology; Systems thinking; Political science; Ecology; Biology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06585451,0.0008093505,0.00301934,0.003593868,0.003672024,0.004388586,0.009875414,0.0003490252,0.00005057386],"category_scores_gemma":[0.02526399,0.0004205618,0.001187088,0.02063921,0.001539955,0.0005777876,0.001519094,0.0009581438,0.001606132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612789,"about_ca_system_score_gemma":0.005799077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625634,"about_ca_topic_score_gemma":0.00003395278,"domain_scores_codex":[0.9812037,0.002065993,0.003514156,0.002927393,0.007992697,0.002296099],"domain_scores_gemma":[0.9801829,0.009182014,0.001773795,0.005556879,0.00286773,0.0004366605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000674483,0.00004610962,0.00003638787,0.006818829,0.00002709041,0.00008617127,0.005183549,0.0006701667,7.535295e-8,0.01719662,0.002324225,0.967604],"study_design_scores_gemma":[0.00006138393,0.00008578918,0.00001872478,0.003649645,0.00005574699,0.00008794801,0.01634346,0.001574713,2.78542e-8,0.0102961,0.9673287,0.0004977109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001142677,0.9836144,0.003272889,0.0001372447,0.004614284,0.006577874,0.00009159346,0.0002892438,0.001288231],"genre_scores_gemma":[0.03624417,0.8418774,0.00007675053,0.0002272349,0.003755548,0.003418045,0.00001194675,0.0004179722,0.1139709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9671063,"threshold_uncertainty_score":0.9998371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2409922962584956,"score_gpt":0.4728505579684068,"score_spread":0.2318582617099113,"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."}}