{"id":"W2563345841","doi":"10.2495/sdp-v12-n4-772-779","title":"Sustainable Living Models","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental science; Business; Geography; Natural resource economics; Environmental resource management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001632997,0.0009912674,0.0004367247,0.001055496,0.002107069,0.004624112,0.001945285,0.002733498,0.01960873],"category_scores_gemma":[0.002337742,0.0002062963,0.000795656,0.001164815,0.005172854,0.003837839,0.002984635,0.002242836,0.00379755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003606189,"about_ca_system_score_gemma":0.002546714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002807784,"about_ca_topic_score_gemma":0.002558364,"domain_scores_codex":[0.9983706,0.0006125058,0.00006520877,0.0002988812,0.0004607423,0.0001920918],"domain_scores_gemma":[0.9991065,0.0002842806,0.00008347408,0.0001867296,0.0002119288,0.0001271167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001494091,0.00000472431,0.00002763151,0.00001131931,0.000001741926,0.00001154059,0.00008337511,0.0009316972,0.00001335965,0.9957383,0.001368355,0.001806458],"study_design_scores_gemma":[0.000006502033,0.000009324513,0.00004339613,0.00004525797,0.000002832869,0.00003642942,0.0001256601,0.002143425,0.00003293655,0.9191055,0.0784433,0.000005435119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006316069,0.003077751,0.0758728,0.01271325,0.0004504655,0.0001452455,0.000502983,0.0001378925,0.9007834],"genre_scores_gemma":[0.7241639,0.008488335,0.05919324,0.003780839,0.0006684323,0.001137332,0.001222254,0.0001884165,0.2011573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01960873,"threshold_uncertainty_score":0.06559777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831481576615349,"score_gpt":0.2402149045256884,"score_spread":0.2219000887595349,"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."}}