{"id":"W6977342098","doi":"10.7488/ds/3291","title":"Kowloon: Part 3","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; Quarter (Canadian coin); Principal (computer security); 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":[0.0001353848,0.0002015687,0.0003601515,0.000517747,0.00009020515,0.000003489049,0.0006236369,0.0001888857,0.8920829],"category_scores_gemma":[0.00001852589,0.0002805178,0.000180487,0.0003218932,0.0002196284,0.0000386302,0.0003976241,0.0002766229,0.0003814772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767294,"about_ca_system_score_gemma":0.0001498543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144784,"about_ca_topic_score_gemma":0.0002782652,"domain_scores_codex":[0.9988837,0.00002849632,0.00007937143,0.0003410133,0.0004383816,0.0002290848],"domain_scores_gemma":[0.9990197,0.00002814936,0.0003020436,0.0005203266,0.00003108583,0.00009868915],"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":[0.00002792883,0.0000666116,0.0004607319,0.00000625475,0.0001455826,0.0001000365,0.0001283994,0.000003892377,0.00001279129,0.00008075171,0.9988189,0.0001481505],"study_design_scores_gemma":[0.0005025737,0.00004327132,0.000008564216,0.00005405546,0.0001382053,0.000002714958,0.0008800953,0.000003796116,0.00000305371,0.0000284757,0.9980797,0.0002555512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004389182,0.0003419036,0.000007519926,0.00005379716,0.0006274018,0.0001820544,0.0007435384,0.0003609831,0.9976389],"genre_scores_gemma":[0.00009365951,0.0001065299,0.0002182569,0.00001854266,0.0003083391,1.108164e-7,0.000219532,0.0002617868,0.9987732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8917014,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243604310089295,"score_gpt":0.1836180986077695,"score_spread":0.1711820555068765,"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."}}