{"id":"W3159774868","doi":"10.1002/pan3.10212","title":"Leveraging Nature‐based Solutions for transformation: Reconnecting people and nature","year":2021,"lang":"en","type":"article","venue":"People and Nature","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"UK Research and Innovation; Rotary Foundation","keywords":"Framing (construction); Cognitive reframing; Transformative learning; Normative; Sociology; Epistemology; Environmental ethics; Engineering ethics; Public relations; Political science; Psychology; Social psychology; Law; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002757451,0.0001467231,0.0001685514,0.00002289905,0.0005998996,0.00007255667,0.00008621825,0.0005195804,0.0002700824],"category_scores_gemma":[0.000282867,0.0001419549,0.00006586826,0.000324097,0.00004359221,0.0003262285,0.00007754633,0.0008391536,0.000002685019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009872393,"about_ca_system_score_gemma":0.00003157654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004765985,"about_ca_topic_score_gemma":0.003847384,"domain_scores_codex":[0.9989242,0.0000337402,0.000138091,0.0003765801,0.0001714208,0.0003559676],"domain_scores_gemma":[0.9994109,0.0002475484,0.00005385952,0.000165208,0.0000404221,0.00008206861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001440602,0.001692084,0.445628,0.006971707,0.0004727338,0.0001412754,0.2927461,0.002571177,0.02994889,0.03590846,0.05894918,0.1235298],"study_design_scores_gemma":[0.004412205,0.0001995502,0.7161397,0.0002038587,0.0002262005,0.00028201,0.06018474,0.01936297,0.02169506,0.01502691,0.1607173,0.001549569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813347,0.00513522,0.0003786704,0.01124791,0.0002797941,0.0002758548,0.0000660076,0.00004255272,0.001239295],"genre_scores_gemma":[0.9964827,0.0003558069,0.0006781981,0.002085505,0.00008710106,0.00004140458,0.00007216175,0.00001229133,0.0001848492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705117,"threshold_uncertainty_score":0.5788753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345908813459946,"score_gpt":0.2483239763268587,"score_spread":0.2348648881922592,"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."}}