{"id":"W7038892970","doi":"","title":"Interview Project: CPC National Council Member Bert Chen","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honour; Privilege (computing); Constructive; Delegation; Advice (programming)","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":[],"consensus_categories":[],"category_scores_codex":[0.003853655,0.0006647491,0.0007321631,0.001611876,0.01131046,0.003565674,0.001456473,0.003246514,0.2504065],"category_scores_gemma":[0.01817532,0.0009886727,0.0001896273,0.003114924,0.00110047,0.003301719,0.003861668,0.008997678,0.08905478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009712741,"about_ca_system_score_gemma":0.02239722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1179466,"about_ca_topic_score_gemma":0.1578351,"domain_scores_codex":[0.997063,0.0007744868,0.00007905203,0.0005665075,0.0007840255,0.0007330013],"domain_scores_gemma":[0.9864804,0.00127796,0.0003121823,0.000327496,0.006936702,0.004665232],"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":[0.00001095665,0.0000062978,0.00009783314,0.00002418012,3.830082e-7,0.00004133715,0.000709211,0.000007959966,0.00003810983,0.0001604795,0.9960455,0.002857723],"study_design_scores_gemma":[0.000006939702,0.00001210604,0.001346047,0.0000855086,0.000001178944,0.00007249259,0.009302985,0.00008148021,0.00006903519,0.0001746553,0.9888307,0.00001674221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01959377,0.004754251,0.004882136,0.4903227,0.01652644,0.005428948,0.04051847,0.002601779,0.4153714],"genre_scores_gemma":[0.04697721,0.002232468,0.002642055,0.06399518,0.001308523,0.01007585,0.006037532,0.001000367,0.8657308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2504065,"threshold_uncertainty_score":0.8376931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971518209568476,"score_gpt":0.2242846466524412,"score_spread":0.1945694645567564,"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."}}