{"id":"W7052522501","doi":"","title":"REDBLACKS Radio Show - August 9, 2022","year":2022,"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":"Work (physics); Noise (video); Line (geometry); Focus (optics); Reflection (computer programming)","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":[],"category_scores_codex":[0.0003097538,0.0007391823,0.0003738874,0.0008160139,0.00340135,0.002308172,0.000621742,0.001695356,0.5643908],"category_scores_gemma":[0.0006741002,0.0004153534,0.0003906076,0.0004587686,0.0003850286,0.0007875729,0.001516576,0.002133386,0.3431519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958668,"about_ca_system_score_gemma":0.001903986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1426076,"about_ca_topic_score_gemma":0.4905922,"domain_scores_codex":[0.9997705,0.00001019513,0.000002948658,0.00002427987,0.00009915435,0.00009290151],"domain_scores_gemma":[0.9995893,0.00001872567,0.000008679202,0.00002987472,0.0001736046,0.0001798742],"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":[0.00004362257,0.00001519441,0.0002030902,0.00001548642,0.000001589689,0.00004644777,0.00001946265,0.00001699999,0.0001885364,0.0003349633,0.9908037,0.008310954],"study_design_scores_gemma":[0.000007615958,0.00001080578,0.001692902,0.00001972893,0.000001638756,0.00001366279,0.00006384362,0.00002840513,0.0001006898,0.00008025109,0.9979756,0.000004834104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002094771,0.000603141,0.0001540648,0.003232592,0.004109572,0.0001058184,0.006953967,0.001051049,0.9816951],"genre_scores_gemma":[0.00131863,0.00007493262,0.00003789015,0.0002727227,0.00008277478,0.000008251377,0.0008428035,0.0001084392,0.9972536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5643908,"threshold_uncertainty_score":0.6213437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005342582621802756,"score_gpt":0.1936989948573845,"score_spread":0.1883564122355817,"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."}}