{"id":"W7008344790","doi":"","title":"Boiling Point - Episode 105 - Wendy Papadopoulos and Big Tide Brewing","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Brewing; Hollywood; Big business; SAINT; Point (geometry); Passion","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":["insufficient_payload"],"category_scores_codex":[0.0007738841,0.000530783,0.0008090733,0.0001410469,0.00009258746,0.00006505418,0.0003847866,0.0005408791,0.2449162],"category_scores_gemma":[0.001197755,0.0004507256,0.000199589,0.00001155616,0.0002687887,4.486089e-7,0.0002629601,0.0004254885,0.005452266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008311657,"about_ca_system_score_gemma":0.00002814702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001900655,"about_ca_topic_score_gemma":0.0003569274,"domain_scores_codex":[0.997325,0.0002202038,0.00107436,0.0003521811,0.0005325024,0.0004957367],"domain_scores_gemma":[0.9969115,0.001050599,0.001095186,0.0006155051,0.0001220121,0.0002051513],"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":[0.00003720181,0.00003631006,0.000003218594,0.001462682,0.0001147797,0.00001620749,0.0001389007,0.000004686865,0.000002806991,0.0005693491,0.9811208,0.01649303],"study_design_scores_gemma":[0.0006101481,0.0000827977,6.297229e-7,0.00124363,0.0001119367,0.000107695,0.00008178634,0.00002161151,0.00005312672,0.004760781,0.9923992,0.0005267188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000167366,0.0003058358,0.00009917266,0.0002801817,0.0005579689,0.0005932231,0.0001699448,0.0003508064,0.9976261],"genre_scores_gemma":[0.00006931888,0.0003451573,0.09779978,0.0002485822,0.0003224887,0.00002915029,0.00002033912,0.0002638682,0.9009013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.239464,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033320324571528,"score_gpt":0.2480787707495871,"score_spread":0.2277455675038719,"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."}}