{"id":"W7057549848","doi":"","title":"Isotope Development in the Australian Setting","year":2020,"lang":"en","type":"other","venue":"The Australian Nuclear Science and Technology Organisation Institutional Repository (The Australian Nuclear Science and Technology Organisation)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Università degli Studi di Milano; Canadian Light Source","keywords":"Focus (optics); Isotope; Nuclear power; Government (linguistics); Stable isotope ratio","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003446702,0.0002368653,0.0002646796,0.001161142,0.005891195,0.00296069,0.001496548,0.001357459,0.01850681],"category_scores_gemma":[0.005325641,0.000237774,0.0002822888,0.002157944,0.002640785,0.001577445,0.007240821,0.001583623,0.001168967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061128,"about_ca_system_score_gemma":0.02743775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1877654,"about_ca_topic_score_gemma":0.2999513,"domain_scores_codex":[0.9974553,0.0009349621,0.00007613363,0.0001956281,0.000758038,0.0005800163],"domain_scores_gemma":[0.99714,0.000323154,0.000164213,0.000197429,0.0007958209,0.001379437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005144931,0.0005376694,0.04758447,0.001323787,0.00005369702,0.008809058,0.06963829,0.0007257634,0.005844174,0.3315137,0.09983595,0.433619],"study_design_scores_gemma":[0.00002064656,0.0003732625,0.06159002,0.0005046871,0.00002796877,0.002113947,0.01850744,0.0004139476,0.001753834,0.01818174,0.8964429,0.00006964073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.38869,0.0121889,0.002239935,0.07599948,0.001681399,0.000259057,0.0007257236,0.0001577702,0.5180577],"genre_scores_gemma":[0.815084,0.009134497,0.003370182,0.009781454,0.0002085964,0.0001360991,0.0002255103,0.00009611007,0.1619636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1877654,"threshold_uncertainty_score":0.373345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316234759018427,"score_gpt":0.244690689555967,"score_spread":0.2315283419657827,"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."}}