{"id":"W4287010124","doi":"10.3390/jrfm15080327","title":"Overview of Social Assessment Methods for the Economic Analysis of Cultural Heritage Investments","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Plan (archaeology); Social impact; Social impact assessment; Cultural heritage management; Psychological intervention; Sustainable development; Environmental resource management; Environmental planning; Sociology; Political science; Psychology; Geography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02336988,0.002947412,0.001994463,0.01866771,0.001274654,0.00664111,0.002033434,0.001684717,0.01038791],"category_scores_gemma":[0.03945401,0.0008878434,0.003256494,0.01737961,0.002411803,0.004023617,0.003260574,0.002794273,0.00212341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003882983,"about_ca_system_score_gemma":0.004320967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884182,"about_ca_topic_score_gemma":0.00518623,"domain_scores_codex":[0.9749394,0.01451594,0.002292723,0.00126722,0.006576987,0.0004077088],"domain_scores_gemma":[0.959747,0.02916613,0.003231622,0.003000532,0.004514864,0.0003398469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008471824,0.0002709195,0.00866666,0.003241289,0.0007796018,0.0002942783,0.001535002,0.02707891,0.0008827477,0.4113314,0.0116057,0.5342288],"study_design_scores_gemma":[0.00005528616,0.0002098661,0.01416966,0.003370977,0.0002752785,0.000679021,0.002450316,0.08432059,0.001605994,0.647719,0.2448376,0.0003064117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.003797583,0.01254975,0.9445905,0.001249282,0.0003661457,0.001432991,0.002478405,0.0004320764,0.03310319],"genre_scores_gemma":[0.06235326,0.01790187,0.9053341,0.0003000195,0.0004402807,0.005590147,0.001756302,0.0002854665,0.006038602],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02336988,"threshold_uncertainty_score":0.1235932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106760872784277,"score_gpt":0.3467650798983699,"score_spread":0.2400042071140929,"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."}}