{"id":"W2306501267","doi":"","title":"The Golden Years of Spectroscopy at NRC in Ottawa : A Personal Perspective","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); History; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01271225,0.0005837835,0.0006084301,0.001760868,0.01611182,0.01609864,0.003080915,0.01240587,0.05609906],"category_scores_gemma":[0.02739093,0.0006246259,0.0004870918,0.00142529,0.01174518,0.005733983,0.006276421,0.01375436,0.01218487],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04104275,"about_ca_system_score_gemma":0.1132956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4724665,"about_ca_topic_score_gemma":0.7646837,"domain_scores_codex":[0.9830385,0.001999664,0.0005941776,0.00183521,0.008383784,0.004148663],"domain_scores_gemma":[0.9286389,0.004033961,0.002010449,0.002037446,0.03664171,0.02663747],"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":[0.00006958675,0.000059375,0.002582363,0.000200609,0.00001359414,0.0006014893,0.0021653,0.0001031704,0.001379567,0.01032551,0.9599302,0.02256914],"study_design_scores_gemma":[0.000004903514,0.00002286019,0.002995391,0.000124404,0.000005006969,0.0001209129,0.002579988,0.00002824319,0.0002752966,0.0007140871,0.9930992,0.00002974289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006442405,0.01439226,0.0003862482,0.8771324,0.04176611,0.00007106363,0.0004376263,0.0001193741,0.05925253],"genre_scores_gemma":[0.08861136,0.01766752,0.001142569,0.192261,0.01536658,0.00005247219,0.0003010395,0.000432463,0.6841649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9589573,"threshold_uncertainty_score":0.9394328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244590154493676,"score_gpt":0.2931812780540895,"score_spread":0.2707353765091527,"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."}}