{"id":"W7058734654","doi":"","title":"Cold Front","year":2008,"lang":"en","type":"other","venue":"RMIT Research Repository (RMIT University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Circumstantial evidence; Limiting; Gloom; Filter (signal processing)","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":[0.0001704269,0.0004043197,0.0004767348,0.001256431,0.0006346036,0.0001940611,0.001541371,0.000312576,0.3633317],"category_scores_gemma":[0.000009117239,0.0004455917,0.0002804658,0.0006440766,0.0005699399,0.0001337125,0.001302854,0.001384229,0.001688963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005616988,"about_ca_system_score_gemma":0.001237461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169266,"about_ca_topic_score_gemma":0.0001111615,"domain_scores_codex":[0.995699,0.000690112,0.0002532094,0.0009043602,0.001470294,0.0009829706],"domain_scores_gemma":[0.9976991,0.0002196675,0.0001597449,0.001198235,0.0001276676,0.0005955149],"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":[0.00004522561,0.0002316909,0.004573107,0.00006895593,0.0001804607,0.0006872177,0.00004835573,2.776793e-7,0.0002784914,0.005167429,0.9846206,0.004098162],"study_design_scores_gemma":[0.0007082977,0.0001207884,0.0004648061,0.0001611881,0.00002190449,0.000002241288,0.0003603339,0.00003280864,0.001409821,0.00001643575,0.9962916,0.0004097486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005132739,0.0003749035,0.0000446313,0.0006613347,0.0002457379,0.001098309,0.0001325184,0.0003179104,0.9966114],"genre_scores_gemma":[0.001708167,0.0002402273,0.0003594445,0.00001502367,0.001093163,0.0000113798,0.0001214393,0.0002971348,0.996154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3616427,"threshold_uncertainty_score":0.9997996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685341811843133,"score_gpt":0.2326513464471771,"score_spread":0.2157979283287458,"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."}}