{"id":"W1544920921","doi":"","title":"Unravelling Nested Institutional Arrangements","year":2008,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.01160883,0.0003506976,0.0004607831,0.002443272,0.003027061,0.006678658,0.002041937,0.001366192,0.003376048],"category_scores_gemma":[0.02281996,0.0004671693,0.0008604603,0.002438788,0.02666485,0.01417535,0.009226511,0.002323366,0.0002675269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00601256,"about_ca_system_score_gemma":0.007704285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007317286,"about_ca_topic_score_gemma":0.01043074,"domain_scores_codex":[0.9872154,0.008103004,0.0005305074,0.001844672,0.001341437,0.0009649743],"domain_scores_gemma":[0.9736544,0.01549822,0.003983131,0.004092415,0.001722487,0.001049352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001063629,0.00001722236,0.004043045,0.00007150139,0.00001799753,0.0001705612,0.007051812,0.006680903,0.0002864601,0.9643393,0.0003647112,0.01694577],"study_design_scores_gemma":[0.00001128824,0.00004024294,0.002592988,0.0001893931,0.00002275401,0.0001153124,0.01020633,0.01361471,0.0004209576,0.9426196,0.03014241,0.00002418823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.318181,0.002126002,0.5452332,0.01248702,0.0001406291,0.0003075537,0.0002176994,0.0002544201,0.1210525],"genre_scores_gemma":[0.9322502,0.0004931669,0.0648037,0.0002169048,0.00002187291,0.0001369206,0.00005368707,0.00003051398,0.001993103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160883,"threshold_uncertainty_score":0.06139404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173398146497772,"score_gpt":0.2049737522723765,"score_spread":0.1876339376225993,"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."}}