{"id":"W4362591298","doi":"10.1017/aap.2022.46","title":"Cultural Resource Damage Assessment","year":2023,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Jurisdiction; Looting; Indigenous; Resource (disambiguation); Documentation; Environmental resource management; Accountability; Value (mathematics); Law enforcement; Public relations; Business; Environmental planning; Political science; Law; Environmental ethics; Sociology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003179085,0.001625024,0.0006099382,0.01255211,0.002472169,0.003927703,0.002531328,0.001004604,0.03231374],"category_scores_gemma":[0.0106077,0.000381894,0.0008855023,0.004259315,0.0009429682,0.002223769,0.005238687,0.001323496,0.008491733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935072,"about_ca_system_score_gemma":0.003936775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811898,"about_ca_topic_score_gemma":0.03755275,"domain_scores_codex":[0.9941075,0.0005515305,0.0004746969,0.00042881,0.004032723,0.0004047246],"domain_scores_gemma":[0.9889334,0.0006882393,0.001378924,0.0008553449,0.007605738,0.0005382132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002420726,0.000368873,0.1676564,0.001483536,0.0002251259,0.001200364,0.004846272,0.01389425,0.004152368,0.01123269,0.09955583,0.6951421],"study_design_scores_gemma":[0.00005192866,0.0007703677,0.378506,0.002765941,0.0002568475,0.001935755,0.01847512,0.03309145,0.01293227,0.01626842,0.5346232,0.0003227669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2826643,0.002606248,0.09124029,0.002756299,0.0008518265,0.009931039,0.04397846,0.00242609,0.5635455],"genre_scores_gemma":[0.6972398,0.002965104,0.09928509,0.0008057022,0.0001418443,0.004363847,0.02604221,0.0004793601,0.1686771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03231374,"threshold_uncertainty_score":0.1081002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620126345521146,"score_gpt":0.3776623643250417,"score_spread":0.3414611008698302,"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."}}