{"id":"W2315463641","doi":"10.14288/1.0088440","title":"Sustainable design in the Comox Valley: the View Ridge community revisited","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridge; Geography; Geology; Political science; Environmental planning; Cartography","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":[0.003473442,0.0002311617,0.0003171527,0.0004604204,0.01355099,0.01133539,0.002279103,0.003153434,0.007997636],"category_scores_gemma":[0.001836524,0.0004297706,0.0002464927,0.0006900813,0.009019935,0.00247622,0.006178084,0.002896277,0.0005064805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007429121,"about_ca_system_score_gemma":0.01405668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05594736,"about_ca_topic_score_gemma":0.2339721,"domain_scores_codex":[0.9965682,0.001249361,0.00004252258,0.0004100405,0.001022285,0.0007075435],"domain_scores_gemma":[0.998651,0.0002588288,0.00007382996,0.0001670949,0.0002568851,0.0005924469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009713519,0.0002368256,0.005489002,0.0002067054,0.00001070377,0.001927198,0.08425865,0.001835229,0.001950272,0.6853465,0.07853041,0.1401113],"study_design_scores_gemma":[0.00003609058,0.0002141753,0.006009006,0.0002403524,0.000007568692,0.0006980138,0.06685425,0.001406517,0.0005315529,0.03510011,0.8888642,0.000038125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4410157,0.009853632,0.01763082,0.07136472,0.001063652,0.0002285444,0.0000642313,0.0002680205,0.4585107],"genre_scores_gemma":[0.843716,0.001951342,0.008968662,0.003612078,0.00012708,0.0001320158,0.00005046963,0.000130525,0.1413119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9440526,"threshold_uncertainty_score":0.1112434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040588452894906,"score_gpt":0.1816041159144245,"score_spread":0.1711982313854754,"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."}}