{"id":"W7061404767","doi":"","title":"Principal Barrie Thistlethwaite","year":2009,"lang":"en","type":"other","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Principal component analysis; Feature (linguistics); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002975568,0.0006612944,0.0009805062,0.002061876,0.0006626188,0.0001834029,0.002864219,0.0006494711,0.4934195],"category_scores_gemma":[0.0002008348,0.0007957746,0.0005613885,0.001526871,0.001020172,0.0002331919,0.001427495,0.004178907,0.002568704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389912,"about_ca_system_score_gemma":0.001256757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00920135,"about_ca_topic_score_gemma":0.001796271,"domain_scores_codex":[0.9919463,0.001258389,0.0005151515,0.001375406,0.00320456,0.001700197],"domain_scores_gemma":[0.9954721,0.0005239647,0.0004485502,0.001827277,0.0007480338,0.0009801032],"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":[0.0002351963,0.0005260356,0.002725276,0.0003106704,0.0005079741,0.0002746962,0.000447749,0.000005077352,0.001680276,0.02060642,0.8364746,0.136206],"study_design_scores_gemma":[0.001706434,0.0003931364,0.003947732,0.0007266459,0.00009548431,0.000003262363,0.001741421,0.00007133206,0.0001780886,0.001964203,0.9884352,0.0007370589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003520256,0.0009914952,0.0005029338,0.003100192,0.0001367843,0.001681956,0.0003775246,0.0001985952,0.9894903],"genre_scores_gemma":[0.03489242,0.0004439934,0.002349359,0.00005675671,0.0005059119,0.000007650424,0.0002702592,0.0003204415,0.9611532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4908508,"threshold_uncertainty_score":0.9994493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434541541279608,"score_gpt":0.3136064112387397,"score_spread":0.2701522571107788,"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."}}