{"id":"W7061587131","doi":"","title":"QuailDAC software manual","year":2003,"lang":"en","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Software construction; Backporting; Software development; Task (project management); Subroutine; Software system; Section (typography)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002674726,0.001274752,0.001045728,0.003642071,0.00129256,0.003060255,0.004584697,0.001043941,0.3763869],"category_scores_gemma":[0.009153819,0.001113508,0.000880238,0.002125421,0.0005926128,0.002369192,0.002436468,0.001838231,0.2935125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002520697,"about_ca_system_score_gemma":0.003024007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008501466,"about_ca_topic_score_gemma":0.009298681,"domain_scores_codex":[0.9973648,0.0002816172,0.0002323613,0.0004407379,0.001505293,0.0001752053],"domain_scores_gemma":[0.9942203,0.001005684,0.0001581603,0.001059336,0.003310369,0.0002462634],"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":[0.0001768547,0.0000733188,0.0004076873,0.0005483394,0.00001137669,0.0000915429,0.0001509656,0.0005593328,0.00280208,0.009710959,0.81588,0.1695876],"study_design_scores_gemma":[0.00003599153,0.00001375256,0.000548514,0.00008753206,0.000006253639,0.000122949,0.00002774383,0.00206375,0.002682799,0.002711471,0.9916736,0.00002562523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.002291818,0.0007346319,0.245345,0.001219233,0.000870356,0.002029306,0.07006202,0.3037591,0.3736885],"genre_scores_gemma":[0.01496143,0.0007932849,0.2853642,0.001916063,0.0002592923,0.004722011,0.1543787,0.08787162,0.4497335],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3763869,"threshold_uncertainty_score":0.8895084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009417719619389323,"score_gpt":0.2636592013626906,"score_spread":0.2542414817433013,"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."}}