{"id":"W4253346780","doi":"10.1080/17434470510045168","title":"SESSION 7A Protein Folding and Degradation Defects","year":2005,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; ALS Association","keywords":"Session (web analytics); Amyotrophic lateral sclerosis; Degradation (telecommunications); Protein folding; Folding (DSP implementation); Neuroscience; Physical medicine and rehabilitation; Medicine; Computer science; Psychology; Cell biology; Internal medicine; Biology; Engineering; World Wide Web; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145531,0.0001376535,0.0001310505,0.00005305808,0.0002224249,0.0001240855,0.00008003657,0.00008918741,0.0003316237],"category_scores_gemma":[0.00002100147,0.0001064667,0.00003447575,0.00011129,0.00004303185,0.0005270429,0.00005484344,0.00008578318,0.0001026136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005211458,"about_ca_system_score_gemma":0.00001104305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009828644,"about_ca_topic_score_gemma":0.00003967185,"domain_scores_codex":[0.9990385,0.00005864989,0.0001791149,0.0002931728,0.0001832015,0.0002474053],"domain_scores_gemma":[0.9996375,0.00001591595,0.00007776594,0.0001532033,0.00003386847,0.00008174055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002345572,0.000009643326,0.00125323,0.00001250954,0.000002463529,7.437403e-7,0.00008153353,0.00003846265,0.9861337,0.0004283158,0.0001592982,0.01185666],"study_design_scores_gemma":[0.0007350733,0.0001901141,0.09415776,0.000191874,0.00003080666,0.00001220578,0.00001171849,0.000533706,0.9008412,0.001661063,0.001310962,0.0003235479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983,0.0001394665,0.0003373838,0.0004439783,0.000209349,0.0001852039,0.000003719415,0.0001184232,0.0002624805],"genre_scores_gemma":[0.9954123,0.00003263225,0.003681014,0.0002243181,0.0003083107,0.00002528645,0.000007703463,0.00001558416,0.000292834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09290452,"threshold_uncertainty_score":0.4341585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733528019971362,"score_gpt":0.2163987897528405,"score_spread":0.1990635095531268,"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."}}