{"id":"W3166626826","doi":"","title":"Imager's Corner: Masks Basics 2","year":2017,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Optics; Geology; Physics","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":[0.0005697184,0.001363642,0.0005761632,0.001242821,0.0006076785,0.002375249,0.001900689,0.001672985,0.3994669],"category_scores_gemma":[0.005723546,0.001004374,0.0008986027,0.0005491375,0.0003497854,0.001739965,0.00271132,0.001065667,0.1873316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004028103,"about_ca_system_score_gemma":0.0008387028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162028,"about_ca_topic_score_gemma":0.006419374,"domain_scores_codex":[0.9995356,0.00003759527,0.0000325617,0.00005828081,0.0002582083,0.00007785324],"domain_scores_gemma":[0.9984989,0.000547536,0.00006097928,0.0003238507,0.0004002647,0.0001684537],"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":[0.0003545546,0.00005226874,0.0009192661,0.00044013,0.00002412303,0.000545291,0.0002318708,0.0009875188,0.007814119,0.006067333,0.6863054,0.2962581],"study_design_scores_gemma":[0.0001035769,0.00005780272,0.00166878,0.0002347603,0.00002756261,0.001377022,0.0001161313,0.009876247,0.01853357,0.009348627,0.9585771,0.00007877801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.007244874,0.001538052,0.3865813,0.00496661,0.002461225,0.001036086,0.02625024,0.2205287,0.3493928],"genre_scores_gemma":[0.07860063,0.001806958,0.5009238,0.003891368,0.001333711,0.001175254,0.02131493,0.09100074,0.2999527],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3994669,"threshold_uncertainty_score":0.8565876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135539904378507,"score_gpt":0.2469464849397591,"score_spread":0.235591085895974,"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."}}