{"id":"W3203032603","doi":"10.26686/pq.v17i2.6825","title":"Foxes Guarding the Hen House?","year":2021,"lang":"en","type":"article","venue":"Policy Quarterly","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Stewardship (theology); Product (mathematics); Business; Government (linguistics); Environmental stewardship; Order (exchange); Faith; Circular economy; Environmental economics; Environmental resource management; Economics; Political science; Finance; Law; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002130753,0.0001698254,0.0001547483,0.0001008661,0.0003097549,0.0004559777,0.0003129772,0.00005102281,0.0002187515],"category_scores_gemma":[0.0001405456,0.0001325028,0.0001060166,0.0005925928,0.0001220928,0.0007491289,0.0001284289,0.0001270726,0.0008437337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047172,"about_ca_system_score_gemma":0.0000381918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003095112,"about_ca_topic_score_gemma":0.0001946115,"domain_scores_codex":[0.9988449,0.00002138832,0.0002162026,0.0002711598,0.0002520446,0.0003943059],"domain_scores_gemma":[0.9992455,0.00006260716,0.00009556696,0.00051257,0.0000717268,0.00001204876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007076123,0.0006953124,0.3674331,0.0009725841,0.0002158036,0.000265555,0.005076772,0.0003228815,0.005069194,0.375408,0.03988819,0.2045819],"study_design_scores_gemma":[0.001054105,0.00002884941,0.4440119,0.00004862597,0.0001014769,0.00003436844,0.006913412,0.0004207067,0.000213838,0.073458,0.4730219,0.0006928232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431759,0.0001203003,0.0002967348,0.04146559,0.0003100452,0.0002383623,0.000002374675,0.0003031513,0.01408759],"genre_scores_gemma":[0.9895639,0.000003073099,0.0000568993,0.00689905,0.002639073,0.00003188613,0.000007509862,0.00004683853,0.00075181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4331337,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155675662722335,"score_gpt":0.2322713990498088,"score_spread":0.2207146424225854,"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."}}