{"id":"W2131771374","doi":"10.3390/su5114908","title":"History Made for Tomorrow: Hakka Tulou","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West Virginia University; National Science Foundation","keywords":"Rammed earth; Sustainability; China; Ecological footprint; Engineering; Sustainable development; Civil engineering; Sociology; Geography; Political science; Archaeology; Ecology; Law","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":[],"category_scores_codex":[0.0002861274,0.0001568851,0.000199662,0.00004243282,0.00004069121,0.00003436679,0.000202822,0.00008792464,0.001112499],"category_scores_gemma":[0.0004193243,0.0001484518,0.00007904668,0.0000337638,0.00008806821,0.0002550995,0.00004162031,0.00007796839,0.00009419568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031081,"about_ca_system_score_gemma":0.00008794777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002201422,"about_ca_topic_score_gemma":0.000002925159,"domain_scores_codex":[0.999017,0.00003279589,0.0002429589,0.0002018464,0.00009157007,0.0004138415],"domain_scores_gemma":[0.9991595,0.00005323773,0.00002167292,0.0004023483,0.0002742612,0.00008895266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002092113,0.0002894933,0.00463719,0.0127399,0.0002048393,0.00001389018,0.004726273,0.02122367,0.3756875,0.005906995,0.4928085,0.08155258],"study_design_scores_gemma":[0.001347889,0.0002650314,0.02847645,0.00004423883,0.00004683263,0.000006996101,0.0006702074,0.02287819,0.07983376,0.04386754,0.821124,0.00143885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919792,0.0004180738,0.002071952,0.0006369108,0.0007142413,0.001441564,0.000006331403,0.000671134,0.002060535],"genre_scores_gemma":[0.9955925,0.000002857596,0.001054257,0.0000954838,0.000132783,0.0005602285,0.000003388355,0.00005316228,0.002505292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3283155,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049425297464208,"score_gpt":0.2041800125540333,"score_spread":0.1936857595793912,"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."}}