{"id":"W4412901549","doi":"10.52399/001c.142346","title":"Mobilising Finance for Biodiversity: Insights From Across the Island of Ireland","year":2025,"lang":"en","type":"article","venue":"Accounting Finance & Governance Review/Accounting finance & governance review","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Research Council","keywords":"Biodiversity; Geography; Finance; Business; Ecology; Biology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003557432,0.001144177,0.003631599,0.00008660342,0.001721275,0.00031658,0.003051935,0.0004098536,0.00009454077],"category_scores_gemma":[0.004445603,0.00109223,0.001220085,0.002812323,0.0005684267,0.002044122,0.000875088,0.001277202,0.0002342428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007582909,"about_ca_system_score_gemma":0.0004489783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003039254,"about_ca_topic_score_gemma":0.0009534697,"domain_scores_codex":[0.992491,0.0001662296,0.003564148,0.001696543,0.0005133944,0.001568707],"domain_scores_gemma":[0.9884238,0.001229373,0.007228552,0.002408487,0.0006497165,0.00006005319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002654588,0.001017113,0.2686842,0.04675572,0.0009283447,0.00003798199,0.002816578,0.0001833757,0.0001295849,0.1417227,0.2858349,0.251624],"study_design_scores_gemma":[0.001121085,0.00006311839,0.1304063,0.05359015,0.0001874813,0.000005186576,0.00005041654,0.0002016084,0.00009573512,0.003576328,0.8096008,0.001101861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1749857,0.8109877,0.001159381,0.004243195,0.00138414,0.002661292,0.001942964,0.00009017121,0.002545468],"genre_scores_gemma":[0.3000008,0.6916951,0.0007902444,0.00538885,0.0002116503,0.0003482129,0.00009247413,0.00006582173,0.001406838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5237659,"threshold_uncertainty_score":0.9995784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274938389585171,"score_gpt":0.2663917164121363,"score_spread":0.2436423325162846,"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."}}