{"id":"W2482027105","doi":"10.1108/jchmsd-01-2016-0005","title":"Concurrent and sustainable development of a local-scale digital heritage inventory through action research at Bat, Oman","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Heritage Management and Sustainable Development","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Tokyo","keywords":"Cultural heritage; Outreach; Suite; Originality; Cultural heritage management; Computer science; Geography; Archaeology; Political science; Sociology; Qualitative research; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001676667,0.000374597,0.0005035789,0.000352412,0.00133344,0.0005783607,0.0003320519,0.00008532662,0.0004507418],"category_scores_gemma":[0.00003621469,0.000242613,0.0001086261,0.0002211895,0.0005472966,0.003055102,0.001120079,0.0002196866,0.00001471868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008238906,"about_ca_system_score_gemma":0.00009736661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005091583,"about_ca_topic_score_gemma":0.0004006588,"domain_scores_codex":[0.9964252,0.0001445807,0.001126604,0.0003933618,0.0009427465,0.0009675522],"domain_scores_gemma":[0.997835,0.00007617682,0.0004929698,0.0001817997,0.001224552,0.0001894452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001219098,0.0009607358,0.004554672,0.0115072,0.001651215,0.001304144,0.361949,0.00001337225,0.0005651396,0.2203919,0.06411789,0.3317657],"study_design_scores_gemma":[0.001214254,0.0001825266,0.002077836,0.0002858116,0.000037007,0.00001022335,0.3587432,0.000009534926,0.0004713276,0.0008712732,0.6357911,0.0003059527],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542597,0.002347533,0.001212117,0.0006362415,0.0003010938,0.001043104,0.0000041593,0.00004952653,0.04014651],"genre_scores_gemma":[0.7948653,0.0004846258,0.0006969278,0.00003891579,0.0001344936,0.00004671581,0.00001796481,0.00002512564,0.20369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5716732,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950154770487812,"score_gpt":0.2883044095314787,"score_spread":0.1932889324826975,"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."}}