{"id":"W603196318","doi":"10.59962/9780774852241","title":"Communities, Development, and Sustainability across Canada","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Geography; Environmental resource management; Environmental planning; Business; Environmental science; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006363704,0.000154533,0.0006621517,0.00001642764,0.00609567,0.00001965885,0.0004017405,0.0006042424,0.0001888618],"category_scores_gemma":[0.00002689321,0.0003633704,0.00005399963,0.00001130897,0.0006208806,0.00003163394,0.001473827,0.001010245,0.00000130177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020072,"about_ca_system_score_gemma":0.008719418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999429,"about_ca_topic_score_gemma":0.9999943,"domain_scores_codex":[0.9977909,0.0001949066,0.0004005206,0.000281348,0.0002383136,0.001094051],"domain_scores_gemma":[0.9976495,0.0004060687,0.0004158005,0.0003379629,0.001032215,0.0001584862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008350753,0.00005062532,0.01558682,0.004665173,0.0004667795,0.0008108508,0.1127458,8.477468e-7,3.293647e-8,0.0002130164,0.8285487,0.03682787],"study_design_scores_gemma":[0.0006667898,0.00003475873,0.008419116,0.0003097432,0.00004278742,0.000009324282,0.08803552,9.696115e-7,4.882452e-8,0.0001058088,0.9020947,0.0002804441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1041945,0.0005216238,0.00001664753,0.00001229423,0.0004045385,0.001622516,0.001430717,0.00005792629,0.8917392],"genre_scores_gemma":[0.01145163,0.0001631199,0.00009184078,0.0001752151,0.00005619655,0.00000319205,0.0001319877,0.00002976437,0.987897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09615782,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527243189069912,"score_gpt":0.2654169846690937,"score_spread":0.2401445527783946,"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."}}