{"id":"W3030023847","doi":"10.4324/9781003022428-10","title":"Uncertainty and precariousness at the policy–science interface","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interface (matter); Computer science; Political science; Human–computer interaction; Operating system","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001067447,0.0004483378,0.0002396494,0.0004910776,0.002404605,0.006218171,0.0005352367,0.001379289,0.004893224],"category_scores_gemma":[0.001254279,0.0001856899,0.0002384896,0.0008697034,0.00868294,0.004465526,0.001951498,0.003580629,0.0007759343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003898173,"about_ca_system_score_gemma":0.002180185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326253,"about_ca_topic_score_gemma":0.004972755,"domain_scores_codex":[0.9992792,0.0003788442,0.00001451853,0.00005531505,0.0002084991,0.00006362304],"domain_scores_gemma":[0.9992225,0.0006348322,0.00002368554,0.00002398124,0.00005687606,0.0000381712],"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":[0.000005035063,0.00001109605,0.00009518033,0.000103898,0.00000251161,0.0001105375,0.01077832,0.0004860983,0.0001876468,0.9573457,0.01293466,0.01793926],"study_design_scores_gemma":[0.000002106974,0.00001243079,0.0003727123,0.0003666808,0.00000282174,0.0002042722,0.007138544,0.0004845475,0.000282907,0.3978274,0.5932944,0.00001127307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007575661,0.02978414,0.01064329,0.0239949,0.001532217,0.00004370596,0.00003038336,0.00003666674,0.926359],"genre_scores_gemma":[0.4894495,0.06735255,0.008544107,0.01357872,0.002047299,0.0002343273,0.0001243166,0.0001882112,0.418481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9975954,"threshold_uncertainty_score":0.02828336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508750253566015,"score_gpt":0.2416361286135676,"score_spread":0.2265486260779074,"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."}}