{"id":"W2981637144","doi":"10.1080/14615517.2019.1677089","title":"Gearing up impact assessment as a vehicle for achieving the UN sustainable development goals","year":2019,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Manitoba","funders":"Edith Cowan University","keywords":"Sustainable development; Sustainability; Process management; Suite; Impact assessment; Key (lock); Environmental planning; Environmental impact assessment; Business; Environmental economics; Computer science; Political science; Economics; Environmental science; Public administration; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08656241,0.002161305,0.001514996,0.009824678,0.002717419,0.02114123,0.00262965,0.004155178,0.003043059],"category_scores_gemma":[0.07397069,0.0009453231,0.001563817,0.004048614,0.02152133,0.02241273,0.02398838,0.01034902,0.0007594306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00662155,"about_ca_system_score_gemma":0.01308879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701718,"about_ca_topic_score_gemma":0.002418587,"domain_scores_codex":[0.9415768,0.03174717,0.003900839,0.002727996,0.01792978,0.002117353],"domain_scores_gemma":[0.9467499,0.02977581,0.004510567,0.007701819,0.008941601,0.002320382],"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":[0.00002006839,0.0000682961,0.001515543,0.0005402581,0.0000634547,0.0001143532,0.003402143,0.004526201,0.0009472339,0.8948907,0.00347849,0.09043332],"study_design_scores_gemma":[0.000009916401,0.0001231397,0.001749445,0.001342576,0.00004947304,0.0001797126,0.003709116,0.002508717,0.001223558,0.9235381,0.0654886,0.00007773121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0185817,0.01335893,0.6636569,0.05211189,0.00159667,0.0008855046,0.0001652414,0.001088347,0.2485548],"genre_scores_gemma":[0.5570872,0.01171702,0.4120885,0.007531255,0.0009227702,0.001179616,0.0002211857,0.0003988814,0.008853561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08656241,"threshold_uncertainty_score":0.4577913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577373604498751,"score_gpt":0.3870695943414034,"score_spread":0.3712958582964159,"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."}}