{"id":"W4313542982","doi":"10.51461/pb.74.25","title":"heritage without alternatives","year":2023,"lang":"en","type":"article","venue":"проект байкал","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Cultural heritage; Position (finance); Publication; Theme (computing); National heritage; History; China; Historic site; Cultural heritage management; Political science; Public relations; Media studies; Sociology; Archaeology; Law; Business; Ethnology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001132102,0.00009590817,0.0000927375,0.00006637558,0.00022095,0.0001894152,0.0001538275,0.00001660565,0.003609675],"category_scores_gemma":[0.00001609049,0.00007681534,0.00004857419,0.00006634882,0.00006885464,0.0003829863,0.00007694732,0.0000610574,0.00190896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001011678,"about_ca_system_score_gemma":0.00000314455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002189052,"about_ca_topic_score_gemma":0.0009368428,"domain_scores_codex":[0.9993727,0.00002423974,0.0001186823,0.0001486133,0.0001573909,0.0001783561],"domain_scores_gemma":[0.9997291,0.00002468869,0.00003726554,0.0001368265,0.0000419108,0.00003020987],"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":[0.00003621147,0.00004279561,0.00632955,0.00009079936,0.00009644509,0.00003332384,0.06600614,0.00001742274,0.0006403593,0.7053066,0.2060364,0.01536387],"study_design_scores_gemma":[0.0001911266,0.00003077257,0.003910832,0.00001691745,0.000009125932,2.082776e-7,0.005186441,0.0004978658,0.00008287024,0.005420876,0.9845077,0.0001452845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4468561,0.0000534319,0.000006976889,0.001156166,0.0006443569,0.0001594187,0.00001420753,0.0005052487,0.550604],"genre_scores_gemma":[0.753042,0.00002351121,0.00002313464,0.0001950759,0.0006040092,0.00002118387,0.00005917768,0.00001273493,0.2460191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7784712,"threshold_uncertainty_score":0.9988682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765352808705591,"score_gpt":0.2750607621445021,"score_spread":0.09852548127394298,"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."}}