{"id":"W4399426062","doi":"10.7202/1111901ar","title":"Intangible Cultural Heritage Safeguarding in Emergencies","year":2023,"lang":"en","type":"article","venue":"Ethnologies","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Intangible cultural heritage; Cultural heritage; Business; History; Archaeology; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003966198,0.00007040991,0.00009521763,0.0001513809,0.0001300401,0.00002004485,0.0001913889,0.0000798384,0.001357824],"category_scores_gemma":[0.0008168922,0.00004778101,0.0000332043,0.0007625471,0.0001814557,0.0001980345,0.00005581458,0.0002353108,0.001161792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004868067,"about_ca_system_score_gemma":0.00001271792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698321,"about_ca_topic_score_gemma":0.006087241,"domain_scores_codex":[0.9991097,0.00007908871,0.000110551,0.0001641357,0.0001492403,0.0003872945],"domain_scores_gemma":[0.9996683,0.0001721299,0.00001671519,0.00008827935,0.00001533302,0.00003926739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005800245,0.000002728218,0.6050629,0.00002145097,0.0000096161,0.0001162374,0.002207903,0.002903242,0.0008976008,0.0002970786,0.002225026,0.3861982],"study_design_scores_gemma":[0.00009575042,0.000135881,0.9529703,0.00001096089,6.710359e-7,0.000002906485,0.01265134,0.001611957,0.0009826084,0.02792047,0.003502546,0.0001146464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988992,0.0006270249,0.00004706185,0.002031817,0.0001759487,0.0001092738,0.000008805829,0.00035292,0.007655172],"genre_scores_gemma":[0.9975351,0.001043829,0.0005803815,0.00002901463,0.00003309877,0.000004697913,0.00002517263,0.000001242115,0.0007474436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860836,"threshold_uncertainty_score":0.9996159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744383978929916,"score_gpt":0.3153771652034637,"score_spread":0.2409387673104721,"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."}}