{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005917738,0.0004151907,0.0003444476,0.0004275424,0.01520497,0.004616555,0.0008382473,0.003764647,0.03250091],"category_scores_gemma":[0.00186918,0.0003389088,0.0002596187,0.0007519732,0.002772001,0.00319277,0.005111068,0.007171452,0.006729252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006350333,"about_ca_system_score_gemma":0.005315439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08383364,"about_ca_topic_score_gemma":0.1846787,"domain_scores_codex":[0.9989974,0.0002127957,0.00001970011,0.0001066368,0.000262867,0.0004007441],"domain_scores_gemma":[0.9993899,0.00006459114,0.00003573064,0.00002430352,0.000129278,0.0003562039],"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":[0.00009301471,0.0001534291,0.003111458,0.0001574154,0.000007581506,0.007497258,0.2295327,0.00008471428,0.00185974,0.04213035,0.689298,0.02607422],"study_design_scores_gemma":[0.000003000702,0.00002132748,0.002154274,0.0001676689,0.00000256973,0.0009168892,0.1209227,0.00003753517,0.0004086595,0.001409196,0.8739409,0.00001525929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1643336,0.004854708,0.002468631,0.1230769,0.005086898,0.0002910253,0.0007620823,0.000453603,0.6986726],"genre_scores_gemma":[0.3302079,0.002321563,0.000909476,0.03059835,0.0003894731,0.0001529955,0.0004532847,0.00032226,0.6346446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08383364,"threshold_uncertainty_score":0.1666914,"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."}}