{"id":"W7062990635","doi":"","title":"The Value of Invisible Aid the Past and The Present","year":2022,"lang":"en","type":"article","venue":"JMU Scholoraly Commons (James Madison University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Antisemitism; Term (time); Mistake; Value systems; Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004799677,0.0003192602,0.0003143211,0.0007793148,0.01299444,0.01057332,0.0008343065,0.002691982,0.01309131],"category_scores_gemma":[0.007402292,0.0001774808,0.0001837283,0.0004903044,0.02960428,0.01024522,0.007525229,0.006559406,0.002213681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003831994,"about_ca_system_score_gemma":0.003828852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005967613,"about_ca_topic_score_gemma":0.01142776,"domain_scores_codex":[0.9971554,0.001592191,0.00005708177,0.0001870067,0.0004550654,0.0005532983],"domain_scores_gemma":[0.995213,0.001872567,0.0003035475,0.0005407853,0.0007053066,0.001364724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006355927,0.00006045766,0.0008552219,0.0001022417,0.00001070485,0.0003587599,0.05836749,0.00006760407,0.0002001009,0.7893563,0.09535997,0.05519755],"study_design_scores_gemma":[0.000009833818,0.0000402369,0.0005591482,0.0005286183,0.000008862256,0.0004414621,0.04529963,0.00006263857,0.0002089486,0.08664225,0.8661709,0.00002749068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0309234,0.03021489,0.001870613,0.2404241,0.006933983,0.00001124612,0.00005221477,0.00008472869,0.6894849],"genre_scores_gemma":[0.8273345,0.01257842,0.001079704,0.02513336,0.002023431,0.00002375909,0.00003096672,0.0001296325,0.1316663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01309131,"threshold_uncertainty_score":0.04379475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007532847315328,"score_gpt":0.2045790107053427,"score_spread":0.1945036822321894,"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."}}