{"id":"W6978015146","doi":"10.7488/ds/3290","title":"Kowloon: Part 2","year":2022,"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; Principal (computer security); Quarter (Canadian coin); Citation; Gloom","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":[0.0001343601,0.000201515,0.0003602288,0.0005174978,0.00009022702,0.000003489564,0.0006237106,0.0001889119,0.8929716],"category_scores_gemma":[0.00001819574,0.0002804881,0.0001804518,0.0003216967,0.0002196,0.00003862487,0.0003979788,0.0002766128,0.000369148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757396,"about_ca_system_score_gemma":0.0001487199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142429,"about_ca_topic_score_gemma":0.0002778728,"domain_scores_codex":[0.9988842,0.00002852366,0.00007937134,0.0003408534,0.0004380794,0.0002289839],"domain_scores_gemma":[0.9990202,0.00002792568,0.0003026095,0.0005200033,0.00003056806,0.00009867964],"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":[0.00002745526,0.00006664836,0.0004380239,0.000006180923,0.0001458155,0.0001023525,0.0001285941,0.000003920084,0.00001208408,0.00008373863,0.9988341,0.0001511028],"study_design_scores_gemma":[0.0004986819,0.00004350136,0.000008458433,0.00005337601,0.0001397636,0.000002771459,0.000875393,0.000003759527,0.000002935858,0.00002877505,0.9980872,0.0002554385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004294201,0.0003472967,0.00000721077,0.00005373867,0.0006235351,0.0001814875,0.0007357518,0.0003613937,0.9976466],"genre_scores_gemma":[0.00008989873,0.0001084923,0.0002149946,0.0000185763,0.0003099797,1.10814e-7,0.0002269576,0.0002614024,0.9987696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8926025,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206247770568523,"score_gpt":0.1833399577539254,"score_spread":0.1712774800482402,"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."}}