{"id":"W7049300163","doi":"","title":"VQFF and Our Town","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.0003010721,0.0003697895,0.0002089813,0.0004909784,0.01054803,0.007144402,0.000574736,0.001235948,0.3541066],"category_scores_gemma":[0.0006222447,0.0002041171,0.0001524484,0.0006854486,0.001004075,0.001688112,0.002490502,0.002183774,0.05649058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006099382,"about_ca_system_score_gemma":0.005283241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2813116,"about_ca_topic_score_gemma":0.5905556,"domain_scores_codex":[0.9995897,0.00004438271,0.000004889453,0.00005173404,0.0001038706,0.0002053385],"domain_scores_gemma":[0.999597,0.00001871817,0.000009057614,0.00001778974,0.00009298998,0.0002644795],"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":[0.00002252595,0.00002933573,0.001018152,0.00003535721,0.000002388311,0.0003246363,0.0009763868,0.00002923131,0.0002176516,0.02643836,0.934425,0.03648097],"study_design_scores_gemma":[0.000001530001,0.000002898364,0.000907884,0.00002698419,3.577751e-7,0.00004339566,0.001230967,0.000006151522,0.00003248118,0.0003567695,0.9973882,0.000002400732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005389889,0.002906726,0.0001307131,0.01835531,0.002569074,0.0000189265,0.0008488941,0.0001265504,0.9696539],"genre_scores_gemma":[0.01425569,0.0007945208,0.0001035377,0.00145491,0.00008864133,0.000008905707,0.0002723773,0.00008389119,0.9829376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6458935,"threshold_uncertainty_score":0.9212886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0053908415469408,"score_gpt":0.1983263828054718,"score_spread":0.192935541258531,"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."}}