{"id":"W7055539549","doi":"","title":"Computer Science (New Brunswick)","year":2015,"lang":"en","type":"other","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer Applications; Computer software; Work (physics); Software","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005014715,0.0006097026,0.000636927,0.002433176,0.001529705,0.0001893247,0.00339011,0.0002992119,0.02366682],"category_scores_gemma":[0.00001119244,0.0008017154,0.000291334,0.00241452,0.001520798,0.0001861458,0.002054605,0.001595735,0.0002367614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857094,"about_ca_system_score_gemma":0.006336711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09227414,"about_ca_topic_score_gemma":0.00003460753,"domain_scores_codex":[0.9965127,0.0007651377,0.0002337476,0.0007395144,0.0009175767,0.0008313106],"domain_scores_gemma":[0.9960175,0.0001502752,0.0004123385,0.001917443,0.0004214735,0.001080971],"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":[0.00008333758,0.0003955041,0.0006499406,0.00006222884,0.0003481074,0.000136158,0.0007066777,0.00001301945,0.01051498,0.0004840486,0.9768198,0.009786225],"study_design_scores_gemma":[0.002554805,0.0002686876,0.00001794743,0.0002605842,0.0003004548,0.000005136528,0.000356,0.00022706,0.01247933,0.00004534804,0.9823058,0.001178849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004892098,0.0000311691,0.00245484,0.0001591883,0.0006982272,0.0005850652,0.00007270318,0.0004102424,0.9955397],"genre_scores_gemma":[0.01468643,0.00002231651,0.00154353,0.0000288929,0.0004411002,9.238858e-8,0.0001624974,0.000153489,0.9829617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09223954,"threshold_uncertainty_score":0.9997702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325535279192203,"score_gpt":0.2099488181622384,"score_spread":0.1966934653703164,"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."}}