{"id":"W4405736094","doi":"10.30525/978-9934-26-494-8-11","title":"FINANCIAL SUPPORT FOR THE DEVELOPMENT OF GREEN INFRASTRUCTURE","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0001033838,0.0002206654,0.000211765,0.0000857792,0.00003912856,0.00001865068,0.0001792553,0.0001819564,0.000627959],"category_scores_gemma":[0.000003774625,0.0001488814,0.0001085806,0.00001979068,0.00002142133,0.00001787327,0.00005001134,0.0001893291,0.00001888136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184364,"about_ca_system_score_gemma":0.0002922759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001604582,"about_ca_topic_score_gemma":0.00001174468,"domain_scores_codex":[0.9992636,6.414315e-7,0.0002848569,0.0001372749,0.00014918,0.0001644388],"domain_scores_gemma":[0.9996713,0.00005763089,0.00003083788,0.0001663038,0.00005145767,0.00002249006],"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":[0.00001118412,0.000002999897,0.00000229171,0.001886099,0.0004321559,0.00001038726,0.0005970363,0.001893199,0.00009075159,0.7334448,0.1265595,0.1350697],"study_design_scores_gemma":[0.00008120507,0.00001941146,0.00002142495,0.00007451738,0.00007029954,0.000001988805,0.00003573734,0.001001877,0.0004159395,0.05270036,0.9453782,0.0001990226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003737013,0.0009552637,0.08164827,0.00007894747,0.001372597,0.000978134,0.0000666871,0.0003112594,0.9145515],"genre_scores_gemma":[0.002460615,0.00003548932,0.00924236,0.00003612083,0.0002761632,0.00005757849,0.00003464058,0.00008922617,0.9877678],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8188187,"threshold_uncertainty_score":0.687571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110804273075546,"score_gpt":0.2257621259446798,"score_spread":0.2146816986371252,"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."}}