{"id":"W7060722544","doi":"","title":"Environews #8","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005874246,0.0006847435,0.0003768702,0.001425546,0.002542646,0.003895076,0.001074694,0.001408141,0.871717],"category_scores_gemma":[0.001300124,0.0004173908,0.0005220118,0.0007836795,0.0005252901,0.00163799,0.002745916,0.001187029,0.6966118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009291923,"about_ca_system_score_gemma":0.001592976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716334,"about_ca_topic_score_gemma":0.01408495,"domain_scores_codex":[0.9995123,0.00003517919,0.00001516952,0.00009447248,0.0002475674,0.00009532755],"domain_scores_gemma":[0.999064,0.00007253006,0.00002976174,0.0001655292,0.0003440335,0.0003240664],"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":[0.000138565,0.0001313798,0.0005989522,0.0001066607,0.000005809957,0.0001778936,0.0001360147,0.00006124082,0.00235722,0.009337545,0.8582734,0.1286754],"study_design_scores_gemma":[0.00001048053,0.00002220911,0.00065327,0.00001856037,0.000002112538,0.00004568972,0.00005477644,0.00004595966,0.0003649877,0.0007363494,0.9980401,0.00000549408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001503271,0.00009175166,0.0006785186,0.0009308325,0.0008738768,0.00006351531,0.003119293,0.002266206,0.9904727],"genre_scores_gemma":[0.001421939,0.00003732809,0.0002063122,0.000206525,0.00005625279,0.00001288916,0.001138425,0.0003617678,0.9965586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.871717,"threshold_uncertainty_score":0.1829801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819676052878226,"score_gpt":0.2984236865364669,"score_spread":0.2402269260076847,"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."}}