{"id":"W2594678509","doi":"","title":"Enabling sustainable river futures: Exploring institutional interventions","year":2012,"lang":"en","type":"dissertation","venue":"ResearchSpace (University of Auckland)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Psychological intervention; Environmental planning; Business; Political science; Environmental resource management; Geography; Environmental science; Psychology; Finance","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":[0.03018892,0.0007273615,0.0006591618,0.001824634,0.01110375,0.01041166,0.004278143,0.003681691,0.008689743],"category_scores_gemma":[0.03060507,0.0005269405,0.0006098176,0.002125749,0.02998752,0.009647962,0.01888303,0.004129899,0.0004410431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596914,"about_ca_system_score_gemma":0.02249333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040774,"about_ca_topic_score_gemma":0.008471746,"domain_scores_codex":[0.9554083,0.03848944,0.0005527846,0.001158882,0.001232039,0.00315858],"domain_scores_gemma":[0.9712506,0.02322295,0.001402262,0.0009579852,0.0009968735,0.002169298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000112577,0.0009569774,0.003500789,0.002029742,0.00004809404,0.001288228,0.6097623,0.002445422,0.0008659855,0.2979145,0.00344266,0.07763273],"study_design_scores_gemma":[0.0001304663,0.0004836417,0.001886356,0.001952878,0.00005598484,0.0002001916,0.8162429,0.001468927,0.0007191302,0.08385423,0.09296291,0.00004236005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6625764,0.004796234,0.06264663,0.06671169,0.0006948711,0.004088345,0.000262498,0.0003837404,0.1978396],"genre_scores_gemma":[0.9666244,0.001816924,0.02204505,0.002570392,0.00003716624,0.00301032,0.00005446883,0.00005447793,0.003786853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018892,"threshold_uncertainty_score":0.1596562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912422069419177,"score_gpt":0.282148075928694,"score_spread":0.2130238552345022,"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."}}