{"id":"W2289400717","doi":"10.5072/prism/15309","title":"The quest for functional sustainability in Canadian biosphere reserves: a process companion","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biosphere; Sustainability; Process (computing); Environmental resource management; Business; Environmental planning; Environmental science; Ecology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121203,0.000324824,0.0001725334,0.001236699,0.005928838,0.005204263,0.001046273,0.0009149227,0.009531124],"category_scores_gemma":[0.003014271,0.000145769,0.0003641437,0.002130809,0.006315613,0.003267794,0.001319419,0.001018972,0.0002308351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05526466,"about_ca_system_score_gemma":0.06125678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9550777,"about_ca_topic_score_gemma":0.9708055,"domain_scores_codex":[0.9994951,0.00004643653,0.00001015031,0.0000767323,0.0001923394,0.0001792203],"domain_scores_gemma":[0.9987649,0.0001714624,0.00008119132,0.00007395643,0.0006978877,0.0002106166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003146287,0.00002632017,0.008413272,0.000049492,0.00001206824,0.00009452513,0.003278804,0.005106483,0.0005936416,0.931419,0.01195618,0.03901882],"study_design_scores_gemma":[0.00001813695,0.00002953906,0.05235244,0.0001581748,0.0000628663,0.0001554362,0.02630012,0.01378221,0.001648835,0.5307594,0.3746392,0.00009355668],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3070919,0.003757711,0.02424334,0.05627302,0.0002575443,0.0001238834,0.0008471112,0.0001022727,0.6073031],"genre_scores_gemma":[0.9567202,0.001395596,0.003061819,0.0004519676,0.00004241292,0.00001468191,0.00009045372,0.00003167173,0.03819116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05526466,"threshold_uncertainty_score":0.4009751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022264347550863,"score_gpt":0.2444344405210804,"score_spread":0.2342117970455718,"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."}}