{"id":"W6980277292","doi":"","title":"Biodiversity Compliance for Businesses : An investigation into the regulatory implications of biodiversity on business","year":2024,"lang":"en","type":"article","venue":"Jonkoping University Library (Jönköping University)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Biodiversity; Compliance (psychology); Biodiversity conservation; Corporate governance; International business; Transparency (behavior)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002155668,0.0001862272,0.0002225488,0.0006429184,0.002401949,0.0001399451,0.000949305,0.0001645565,0.0000673015],"category_scores_gemma":[0.00004795023,0.0002041305,0.000157571,0.002604119,0.000319528,0.003207261,0.0002230393,0.000180676,0.00002686603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930482,"about_ca_system_score_gemma":0.0007971717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165742,"about_ca_topic_score_gemma":0.0008185779,"domain_scores_codex":[0.9985973,0.0002379315,0.0001382883,0.0004970447,0.0002269075,0.0003025906],"domain_scores_gemma":[0.998624,0.0003755754,0.0001485909,0.0004024228,0.000286215,0.0001631675],"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":[0.0006030333,0.0002805481,0.1740325,0.0009818056,0.0003297814,0.000117524,0.04060327,0.0007824427,0.00101649,0.7177248,0.05731418,0.006213618],"study_design_scores_gemma":[0.001088631,0.0001829389,0.3020788,0.0007980195,0.0003609289,0.000001889546,0.02925729,0.0002051124,0.0006873636,0.004423255,0.6601027,0.0008131334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596539,0.0001538045,0.001868456,0.03156026,0.000486075,0.0006180428,0.0001869904,0.0005562406,0.004916216],"genre_scores_gemma":[0.9906595,0.0007649285,0.001394946,0.0006426596,0.0002270492,3.923276e-7,0.000208876,0.00001618169,0.006085476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7133015,"threshold_uncertainty_score":0.9988968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239890606609289,"score_gpt":0.2512118416894032,"score_spread":0.1988129356233104,"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."}}