{"id":"W6984187309","doi":"","title":"Artchatpodcast 085","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Choir; Singing; Exhibition; Painting; Gray (unit)","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":[0.0006518998,0.0007912812,0.0007261342,0.001757619,0.003424546,0.008330057,0.001113784,0.001218479,0.7635222],"category_scores_gemma":[0.002316523,0.0004018664,0.0006537492,0.002606554,0.0005239285,0.002260049,0.003401681,0.002294104,0.5097432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456388,"about_ca_system_score_gemma":0.001547325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062194,"about_ca_topic_score_gemma":0.03034911,"domain_scores_codex":[0.999329,0.00005619665,0.00002463347,0.00008864182,0.0003530055,0.0001486175],"domain_scores_gemma":[0.9985631,0.0001354131,0.0000420991,0.0002072034,0.0006484961,0.0004036889],"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":[0.00007954397,0.00001728396,0.0001134693,0.00007472058,0.000002434951,0.00005268115,0.0000767531,0.00002495076,0.0002002485,0.0007246191,0.9803448,0.01828844],"study_design_scores_gemma":[0.00001041376,0.000009910577,0.000564909,0.00006016153,0.000001727564,0.00002700631,0.0001415481,0.00003672214,0.0001155731,0.0001205328,0.9989066,0.000004819879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00116966,0.0006862595,0.0006399117,0.001377002,0.008994931,0.0001941672,0.01899848,0.001971172,0.9659684],"genre_scores_gemma":[0.004571553,0.0004064655,0.000369265,0.0004943679,0.001134795,0.0001254357,0.010749,0.001079399,0.9810698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2364778,"threshold_uncertainty_score":0.3373069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003890124541109586,"score_gpt":0.1622601837901965,"score_spread":0.1583700592490869,"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."}}