{"id":"W4250952720","doi":"10.1109/lmag.2013.2295954","title":"IEEE Magnetics Society Information","year":2013,"lang":"en","type":"article","venue":"IEEE Magnetics Letters","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006072859,0.001071554,0.0009803211,0.002974986,0.001230801,0.003139041,0.001149885,0.002112103,0.5869778],"category_scores_gemma":[0.00197418,0.0005595955,0.0003691567,0.001992292,0.0004301778,0.002392715,0.001613555,0.001788978,0.4326611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009086378,"about_ca_system_score_gemma":0.001467392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471501,"about_ca_topic_score_gemma":0.002939103,"domain_scores_codex":[0.9995869,0.00003727337,0.00002329597,0.0000471375,0.0002595259,0.00004581537],"domain_scores_gemma":[0.9988167,0.0001455207,0.00006953035,0.0002772919,0.0005121721,0.0001786923],"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":[0.00005116181,0.00004971149,0.00009633681,0.0001424518,0.000006771716,0.0000367558,0.00001670004,0.0002307998,0.001921123,0.005105711,0.8197737,0.1725687],"study_design_scores_gemma":[0.0000104793,0.00002403801,0.0002720033,0.00004821829,0.000006134537,0.00006261753,0.00001333338,0.0007310186,0.0009838154,0.002201189,0.9956376,0.000009542276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001394544,0.002851321,0.01001557,0.005378311,0.007222831,0.0002363962,0.006635778,0.004548988,0.9617163],"genre_scores_gemma":[0.006383588,0.002376492,0.002107495,0.0009939091,0.001323207,0.0001159136,0.008151285,0.0005615441,0.9779865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4130222,"threshold_uncertainty_score":0.589126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006067276167557614,"score_gpt":0.1797708660621697,"score_spread":0.1737035898946121,"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."}}