{"id":"W6990884556","doi":"","title":"Environmental policy development and decision-making:
\\nA scenarios and systems mapping approach to large-scale systems re-design","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Work (physics); Articulation (sociology); System dynamics; Environmental policy; Environmental systems; Narrative","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01401708,0.0009314048,0.0004729978,0.002508198,0.005376384,0.01816094,0.003242692,0.002605267,0.0137317],"category_scores_gemma":[0.009643793,0.0005648661,0.0007369965,0.003170974,0.01972906,0.006089978,0.005573771,0.003209013,0.001033186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0228292,"about_ca_system_score_gemma":0.02904631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0815161,"about_ca_topic_score_gemma":0.1857867,"domain_scores_codex":[0.9882365,0.00951856,0.0002018095,0.0005041786,0.001072653,0.0004663566],"domain_scores_gemma":[0.9912015,0.005833834,0.0002638491,0.001207945,0.0008886033,0.0006042084],"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":[0.00001496829,0.00006279288,0.0006272738,0.0002107066,0.00002630605,0.0001805663,0.007475456,0.01239779,0.0002611293,0.9197456,0.009993307,0.04900412],"study_design_scores_gemma":[0.00002647816,0.00002692983,0.0006205924,0.0004723114,0.00002513812,0.0001047467,0.01921107,0.01531685,0.0008365586,0.6232422,0.3400822,0.00003507048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01867327,0.002564383,0.3977776,0.04844498,0.0004165996,0.0005621748,0.0005197463,0.0006880307,0.5303531],"genre_scores_gemma":[0.5588124,0.002904852,0.3617529,0.001412383,0.00009453391,0.0006417989,0.000400209,0.0004137373,0.07356723],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0815161,"threshold_uncertainty_score":0.1656383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06608050137273411,"score_gpt":0.2840279473040186,"score_spread":0.2179474459312845,"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."}}