{"id":"W7050272119","doi":"","title":"McGill, Alec D.","year":2010,"lang":"en","type":"other","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Work (physics); Government (linguistics); Subject (documents); Identification (biology)","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":["insufficient_payload"],"category_scores_codex":[0.0007117108,0.001010585,0.0007137267,0.001912468,0.003069417,0.004259553,0.001332679,0.001898207,0.5023701],"category_scores_gemma":[0.003197346,0.0006837248,0.0005617611,0.002848678,0.001231296,0.002350742,0.001483162,0.002916158,0.187942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323768,"about_ca_system_score_gemma":0.005138287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1815338,"about_ca_topic_score_gemma":0.4123636,"domain_scores_codex":[0.9993166,0.00005536398,0.00003452675,0.0002009892,0.0003228424,0.0000696444],"domain_scores_gemma":[0.9979367,0.0003053549,0.00009597153,0.0002756816,0.0009648366,0.000421411],"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":[0.00003102543,0.00001048226,0.0001256118,0.0001239847,0.000005062869,0.00009191225,0.0001528524,0.0001368102,0.0002611516,0.008153566,0.9155271,0.07538038],"study_design_scores_gemma":[0.000003846239,0.000005054355,0.0004977863,0.00005964908,0.00000298143,0.00003309176,0.0000807259,0.00002934996,0.0000889575,0.0007966168,0.9983961,0.000005912838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000714215,0.02435015,0.00204334,0.01558042,0.004749509,0.00006546357,0.008734517,0.001316182,0.9424463],"genre_scores_gemma":[0.004525896,0.007712193,0.001114172,0.00163054,0.0003226084,0.00004341484,0.0007193375,0.0004160277,0.9835158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4976299,"threshold_uncertainty_score":0.7098086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007132951834401386,"score_gpt":0.2003542264808451,"score_spread":0.1932212746464438,"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."}}