{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006570753,0.0001712713,0.0001802322,0.00008214781,0.0004886176,0.0001129658,0.000199101,0.0002137006,0.001111074],"category_scores_gemma":[0.0001050514,0.0001171923,0.00007211026,0.0002481146,0.00003310902,0.000143532,7.932748e-7,0.000201693,0.00004173147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380261,"about_ca_system_score_gemma":0.002345657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8892826,"about_ca_topic_score_gemma":0.9994249,"domain_scores_codex":[0.9985104,0.00008304309,0.0003530782,0.0003304116,0.0002266806,0.0004964305],"domain_scores_gemma":[0.9991606,0.0001591009,0.00009336328,0.0001810589,0.0002438391,0.000162034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007839971,0.00002750915,0.9287087,0.0008349034,0.00003208364,0.000005026289,0.0007568786,0.006034047,3.027297e-7,0.001586092,0.01377365,0.04745678],"study_design_scores_gemma":[0.0001635383,0.00005773026,0.9395325,0.000067066,0.000006337599,0.000001782045,0.005842762,0.006240047,0.000001072457,0.004116233,0.04379897,0.0001719208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939746,0.002279849,0.000004922634,0.000734785,0.0009553069,0.001593502,0.0001954846,0.00003707308,0.05445307],"genre_scores_gemma":[0.9751095,0.00004559876,0.00000832495,0.00003783556,0.000147611,0.00003506208,0.004069966,0.000005182717,0.02054096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101424,"threshold_uncertainty_score":0.9998021,"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."}}