{"id":"W7054999914","doi":"","title":"Banners from Cook College at Rutgers New Brunswick","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics); Government (linguistics); Exposition (narrative); Agency (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001816445,0.0007290929,0.0007310964,0.0004739253,0.0001468955,0.00008134377,0.0009684729,0.0004882512,0.891106],"category_scores_gemma":[0.00001178325,0.000724914,0.0002990127,0.0005263562,0.0001747191,0.00002494604,0.0006576519,0.0008793534,0.007337066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006367255,"about_ca_system_score_gemma":0.0006344375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03285744,"about_ca_topic_score_gemma":0.001416253,"domain_scores_codex":[0.9968545,0.00008182938,0.0004822162,0.00082815,0.0007413539,0.001011933],"domain_scores_gemma":[0.9974843,0.0001585224,0.0003683498,0.001356914,0.00004098234,0.0005909024],"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":[0.00002526002,0.00009564511,0.001224999,0.00001771169,0.0001965818,0.00000865421,0.00002911534,6.082244e-7,0.0003774156,0.002154847,0.9090063,0.08686285],"study_design_scores_gemma":[0.001097697,0.00003513262,0.0002446051,0.0002358875,0.0001080497,5.351916e-7,0.00006272793,0.00003933363,0.00061048,0.000184108,0.9966403,0.0007411091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001012696,0.001423748,0.001056366,0.0012877,0.0007982928,0.001294347,0.000611698,0.0004937413,0.9929329],"genre_scores_gemma":[0.002039898,0.00007894547,0.001838335,0.0001335161,0.002278475,0.00006869464,0.0006747826,0.00064249,0.9922448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.883769,"threshold_uncertainty_score":0.9995202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008269045185145936,"score_gpt":0.2336943421280787,"score_spread":0.2254252969429327,"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."}}