{"id":"W7105736003","doi":"10.7488/ds/8040","title":"Hong Kong November 2023 - images of new and existing estates","year":2025,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Documentation; Adventure; China; Quarter (Canadian coin); Citation; Principal (computer security); Urbanism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003799137,0.0006193533,0.0002943467,0.0006473461,0.001738572,0.004357139,0.0006309671,0.000807751,0.4646785],"category_scores_gemma":[0.0006988368,0.0002867067,0.0003070863,0.001467095,0.0005046026,0.001614104,0.002062241,0.001251087,0.1555227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855278,"about_ca_system_score_gemma":0.002270528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06406268,"about_ca_topic_score_gemma":0.2262128,"domain_scores_codex":[0.9998129,0.00001597636,0.000008765458,0.00001546686,0.0000998214,0.00004698571],"domain_scores_gemma":[0.9996341,0.00002387089,0.00001591458,0.00004917,0.0001491444,0.0001276282],"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":[0.00003187969,0.00001123406,0.0003393528,0.00008880535,0.000002230523,0.0001843937,0.0001932123,0.0000552434,0.0001138224,0.001440355,0.9799767,0.01756286],"study_design_scores_gemma":[0.000001754289,0.000003303949,0.001069033,0.00004207432,6.546534e-7,0.00003315174,0.0002622503,0.00002065416,0.00003194804,0.0000631048,0.9984694,0.000002634836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004311081,0.002727014,0.0003358268,0.00317701,0.009304794,0.0001455413,0.0159931,0.0005007879,0.9635048],"genre_scores_gemma":[0.007266561,0.001653361,0.0003263584,0.0004662566,0.0003716936,0.0000387359,0.005065328,0.0002745926,0.984537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4646785,"threshold_uncertainty_score":0.7635712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767317047235729,"score_gpt":0.2357710518169568,"score_spread":0.2180978813445995,"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."}}