{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001352134,0.0002573202,0.0005412257,0.0006731335,0.0000537786,0.000009995513,0.0003179878,0.0002347674,0.02378515],"category_scores_gemma":[0.0001170174,0.0003266847,0.0001105502,0.0003567383,0.0003827921,0.00009742104,0.0003495831,0.0001915738,0.0000163622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005300879,"about_ca_system_score_gemma":0.0002798718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01743403,"about_ca_topic_score_gemma":0.0007714023,"domain_scores_codex":[0.9989829,0.00001694577,0.0001498738,0.0003674258,0.0002528246,0.0002300197],"domain_scores_gemma":[0.998872,0.0001435704,0.0004650398,0.0003012715,0.0001090834,0.0001090787],"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":[0.00003267336,0.00002950792,0.003481948,0.00007199309,0.0001984097,0.0000340738,0.0002084171,0.000006389372,0.0006001911,0.00005525522,0.9937644,0.001516732],"study_design_scores_gemma":[0.001634367,0.0000558935,0.001048105,0.002598241,0.0005475737,0.000003157208,0.002456157,0.00004604304,0.0005189644,0.0004827224,0.9900641,0.0005446662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001294607,0.0008906242,0.0002005936,0.00004970758,0.0001906292,0.000192232,0.0006273208,0.0001209953,0.9964333],"genre_scores_gemma":[0.001053477,0.0002622268,0.003874778,0.000004724895,0.000117065,2.464092e-8,0.00004719916,0.0001062393,0.9945343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02376879,"threshold_uncertainty_score":0.9999185,"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."}}