{"id":"W3112292560","doi":"10.1139/cjfr-2020-0369","title":"A collaborative typology of boreal Indigenous landscapes","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indigenous; Geography; Typology; Environmental resource management; Climate change; Natural resource; Boreal; Land use; Environmental planning; Ecology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001892792,0.0002177507,0.0001739598,0.002185695,0.005302327,0.003179577,0.000901768,0.0005297051,0.002845841],"category_scores_gemma":[0.001952687,0.0001117576,0.0002306771,0.002627516,0.007461406,0.002373411,0.003554589,0.0003756899,0.0001036974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468576,"about_ca_system_score_gemma":0.002210149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04664055,"about_ca_topic_score_gemma":0.1122781,"domain_scores_codex":[0.9978808,0.0009891349,0.0001252871,0.0002538187,0.0003938622,0.0003570942],"domain_scores_gemma":[0.9983431,0.0004678293,0.0003862579,0.0002674503,0.0002055174,0.0003297004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005516539,0.0001171527,0.1097524,0.0003273792,0.00003529632,0.002781858,0.636332,0.0009397531,0.002870226,0.1837698,0.003431212,0.05958771],"study_design_scores_gemma":[0.00001817038,0.0001373446,0.1667258,0.0003180947,0.00003299497,0.003869762,0.6865872,0.0015986,0.0002408365,0.02235488,0.1180657,0.00005065831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339764,0.001002182,0.01186145,0.001173007,0.00004990411,0.0002581975,0.0001352402,0.00003495193,0.1515087],"genre_scores_gemma":[0.9931993,0.0002283483,0.004051108,0.0000522073,0.000008942167,0.00009836324,0.00004496209,0.000005665403,0.002310991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9533594,"threshold_uncertainty_score":0.09273815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08196430612311116,"score_gpt":0.426602463157862,"score_spread":0.3446381570347509,"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."}}