{"id":"W2998785533","doi":"10.1017/aap.2019.44","title":"Evaluating Standards for Private-Sector Financial Institutions and the Management of Cultural Heritage","year":2020,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); University of British Columbia","funders":"Global Affairs Canada","keywords":"Private sector; Reputation; Cultural heritage; Business; Finance; Project finance; Public relations; Risk management; Accounting; Economic growth; Economics; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006346042,0.00008510347,0.0001435358,0.00001182215,0.0002173949,0.00003493702,0.0001424967,0.00001846418,0.0001200274],"category_scores_gemma":[0.0009585337,0.0000488443,0.00003870808,0.00005847467,0.0007018209,0.000936797,0.0001909163,0.0001166135,0.000001160914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001615609,"about_ca_system_score_gemma":0.000009011153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002425256,"about_ca_topic_score_gemma":0.0001644222,"domain_scores_codex":[0.999157,0.0001186497,0.0002323393,0.0001651343,0.0002033467,0.0001236024],"domain_scores_gemma":[0.9991834,0.000477516,0.0001260513,0.00006756486,0.0001234632,0.00002203155],"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":[0.001079792,0.00002123341,0.00005612962,0.0001938903,0.00001960579,0.000003705338,0.01561924,0.0002816672,0.000006650036,0.9670209,0.00006512607,0.01563203],"study_design_scores_gemma":[0.001872033,0.0002991567,0.0002544709,0.00004832944,0.00006673285,6.768574e-7,0.01087736,0.001642305,0.000007999881,0.03188345,0.9529404,0.0001070558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.569215,0.02127241,0.01960384,0.08590088,0.001172156,0.007375529,0.0002773311,0.0002396191,0.2949432],"genre_scores_gemma":[0.9832714,0.001713754,0.01319838,0.001342733,0.0001575783,0.0001328565,0.00001451171,0.000003766864,0.0001650767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9528753,"threshold_uncertainty_score":0.2585888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214247757819216,"score_gpt":0.39051381979782,"score_spread":0.176266061978604,"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."}}