{"id":"W7140770214","doi":"10.1333/s00897122431a","title":"SpinWorks Software as an Organic Undergraduate NMR Processing Tool","year":2012,"lang":"en","type":"article","venue":"The Chemical Educator","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software; Product (mathematics); Feature (linguistics); Download; SIGNAL (programming language); The Internet; Signal processing","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":[],"consensus_categories":[],"category_scores_codex":[0.00205234,0.001390892,0.001178685,0.002160836,0.0007008527,0.001883882,0.002660119,0.0007064574,0.2344004],"category_scores_gemma":[0.003269619,0.001221049,0.0007282263,0.001620809,0.0003667142,0.001759835,0.001615441,0.002303404,0.08067308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714036,"about_ca_system_score_gemma":0.001154308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649923,"about_ca_topic_score_gemma":0.001265765,"domain_scores_codex":[0.9991722,0.00009112569,0.00008945858,0.0001616555,0.0004076032,0.0000779945],"domain_scores_gemma":[0.9983054,0.0005600372,0.0001262748,0.0003023641,0.0005823785,0.0001234533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000934756,0.0003392016,0.001066415,0.001163055,0.0001299419,0.0005154613,0.0003597626,0.00241576,0.05571119,0.01708356,0.4385181,0.4817629],"study_design_scores_gemma":[0.0005198575,0.0002749211,0.001191676,0.0001597137,0.0001141004,0.0008284155,0.0001057369,0.02967956,0.1101785,0.01503768,0.8417302,0.0001796617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004431382,0.0003683779,0.5845779,0.0003429028,0.0003842607,0.000627983,0.010735,0.3608571,0.03767508],"genre_scores_gemma":[0.04071451,0.001274933,0.6983564,0.0009691677,0.0003511953,0.002875466,0.03124267,0.0916058,0.1326099],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2344004,"threshold_uncertainty_score":0.7841474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886922150085853,"score_gpt":0.3031516545999554,"score_spread":0.2842824330990969,"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."}}