{"id":"W6996832672","doi":"","title":"Sustainable subdivision planning and design : analysis, literature review and annotated bibliography","year":2015,"lang":"en","type":"book","venue":"WinnSpace (University of Winnipeg)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Annotated bibliography; Subdivision; Urban planning; Community development; Sustainable development","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"],"consensus_categories":[],"category_scores_codex":[0.0006106102,0.0004338651,0.0009882445,0.006101285,0.0001664,0.00009696127,0.0002613691,0.0003690661,0.00003131885],"category_scores_gemma":[0.00001615777,0.0005133859,0.0001797089,0.005990508,0.000158434,0.0004569823,0.0001740069,0.0004737268,0.000001660726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298098,"about_ca_system_score_gemma":0.0001551591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004623096,"about_ca_topic_score_gemma":0.000003624341,"domain_scores_codex":[0.9985031,0.00009711514,0.0001835385,0.0004567933,0.0003314283,0.0004280185],"domain_scores_gemma":[0.9986317,0.00009289641,0.0001730526,0.0003815531,0.0004731578,0.0002476741],"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":[0.00005405884,0.00002520688,0.0005786521,0.0124457,0.002229869,0.001054764,0.001629342,0.003370631,0.0000288742,0.0006941402,0.9772574,0.000631399],"study_design_scores_gemma":[0.002972454,0.0007637427,0.004329823,0.01934558,0.02010396,0.00009977788,0.009995778,0.01840177,0.00002212236,0.004810952,0.9156394,0.00351462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006542638,0.919246,0.03764173,0.0006041602,0.000101043,0.00181277,0.0001252734,0.000621562,0.03919327],"genre_scores_gemma":[0.006948831,0.4096557,0.009005377,0.000168916,0.0001224478,0.00000364127,0.0007697726,0.0002001542,0.5731251],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5339319,"threshold_uncertainty_score":0.9997318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082750178809511,"score_gpt":0.2152476292297902,"score_spread":0.2044201274416951,"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."}}