{"id":"W4386341583","doi":"10.1515/9781772120974","title":"Sustainability Planning and Collaboration in Rural Canada","year":2016,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Geography; Environmental resource management; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009647508,0.0001481194,0.0002531403,0.00001445122,0.0001042617,0.0000138245,0.0001932924,0.0001689648,0.00003718565],"category_scores_gemma":[0.00004418094,0.00007298333,0.00003162975,0.00001881217,0.0001382028,0.00007481789,0.0001482327,0.0001068705,1.754284e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005453642,"about_ca_system_score_gemma":0.0005378659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7772628,"about_ca_topic_score_gemma":0.9439442,"domain_scores_codex":[0.9992136,0.00006030731,0.0001461367,0.000229981,0.0001568265,0.0001931669],"domain_scores_gemma":[0.9992552,0.000307985,0.0001238651,0.00005819872,0.0001843877,0.00007034127],"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":[0.003035596,0.0002167112,0.2144302,0.002443795,0.0004480669,0.0005225128,0.02768759,0.00003106776,0.001593997,0.06675386,0.3484337,0.3344029],"study_design_scores_gemma":[0.0003751653,0.00007848288,0.05120185,0.0001911286,0.00002135808,0.000001229072,0.003427777,0.000009856657,0.00007607765,0.003839594,0.9403732,0.000404227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.518448,0.0001253155,5.154909e-7,0.001174133,0.00008018265,0.0007252943,0.00006711843,0.00001546521,0.4793639],"genre_scores_gemma":[0.2102242,0.00001146233,0.00000564597,0.00001350152,0.0000223985,4.107524e-7,0.00004873904,7.782349e-7,0.7896729],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5919396,"threshold_uncertainty_score":0.2976174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006565646837145625,"score_gpt":0.1806115488705317,"score_spread":0.1740459020333861,"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."}}