{"id":"W7009693624","doi":"","title":"Episode 107: We've Got A Big Mess On Our Hands","year":2008,"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":"State (computer science); Government (linguistics); Shock (circulatory); Popular music","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":["insufficient_payload"],"category_scores_codex":[0.0004022363,0.0004153859,0.0003889719,0.000522554,0.006339649,0.005184647,0.0007185151,0.002169764,0.4145347],"category_scores_gemma":[0.002330762,0.0002781158,0.0002260696,0.0009576684,0.0005906288,0.003292645,0.002928112,0.003208389,0.2162901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002576146,"about_ca_system_score_gemma":0.002022447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03679288,"about_ca_topic_score_gemma":0.1083315,"domain_scores_codex":[0.9994296,0.00006304585,0.00002116396,0.00005523027,0.0002212747,0.0002096282],"domain_scores_gemma":[0.9992034,0.00006340399,0.00004988419,0.00005123972,0.0002395947,0.000392495],"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":[0.000009735537,0.000008730609,0.0001616108,0.00001783941,5.623746e-7,0.00009145539,0.0007282324,0.000003497571,0.00005334306,0.000906644,0.9924172,0.005601101],"study_design_scores_gemma":[0.000002996851,0.000004476308,0.000894549,0.00004069295,0.000001081432,0.00007573527,0.002315788,0.000008884779,0.00007301944,0.0002675558,0.9963117,0.000003445681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004454894,0.000368667,0.0003896337,0.01659971,0.002050005,0.0001237157,0.004803231,0.0008320834,0.970378],"genre_scores_gemma":[0.01388322,0.0002841117,0.0001280145,0.00615096,0.0003562811,0.00005539468,0.002235034,0.0005726612,0.9763343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5854653,"threshold_uncertainty_score":0.8350952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123327908908396,"score_gpt":0.202659462193873,"score_spread":0.191426183104789,"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."}}