{"id":"W1984548462","doi":"10.1007/s10858-014-9828-0","title":"An automated framework for NMR resonance assignment through simultaneous slice picking and spin system forming","year":2014,"lang":"en","type":"article","venue":"Journal of Biomolecular NMR","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Goddard Space Flight Center; York University; University of Virginia","keywords":"False positive paradox; Benchmark (surveying); Resonance (particle physics); Algorithm; Chemistry; Data mining; Spectral line; Computer science; Artificial intelligence; Physics; Atomic physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001699886,0.001949071,0.002243655,0.001821745,0.001751207,0.003281726,0.005173166,0.001701015,0.007198329],"category_scores_gemma":[0.004578573,0.001423431,0.0017435,0.001812193,0.00139336,0.002391187,0.004081261,0.002464559,0.003664137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320082,"about_ca_system_score_gemma":0.003666958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079261,"about_ca_topic_score_gemma":0.02158229,"domain_scores_codex":[0.9981384,0.0003029006,0.0001201124,0.0004676275,0.0007363394,0.0002346765],"domain_scores_gemma":[0.9980205,0.0006746542,0.0001440074,0.0005159343,0.0004876227,0.0001572825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007135655,0.0003582063,0.001546007,0.0003507086,0.0002327984,0.0005964639,0.0004337599,0.1057354,0.06580115,0.03953583,0.01848858,0.7662074],"study_design_scores_gemma":[0.00006709155,0.00006378215,0.0002407308,0.00001750064,0.00003957043,0.0002192289,0.00007819584,0.939456,0.02380126,0.0292678,0.006687361,0.00006132752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001559876,0.00004501064,0.9901611,0.00003368255,0.00001250694,0.00004496104,0.00008001555,0.007769327,0.0002934819],"genre_scores_gemma":[0.04077252,0.00006075704,0.9569445,0.00004607831,0.00002031015,0.00009123393,0.0004150767,0.0009287712,0.000720697],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01079261,"threshold_uncertainty_score":0.02408081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006351493715907648,"score_gpt":0.2871180658078228,"score_spread":0.2807665720919151,"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."}}