{"id":"W4240714137","doi":"10.1007/978-1-4614-5491-5_735","title":"Ion Channel","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","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":[0.0001166744,0.0006300804,0.000387906,0.0004392216,0.0005117235,0.001085941,0.0007247226,0.000734393,0.01986021],"category_scores_gemma":[0.0001709347,0.0002473774,0.0003087349,0.0003900468,0.0005367873,0.001906966,0.0008066315,0.0008967804,0.01192027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006610737,"about_ca_system_score_gemma":0.0005942315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006185492,"about_ca_topic_score_gemma":0.0006098357,"domain_scores_codex":[0.9998728,0.00000589726,0.00000374092,0.0000412188,0.00005811812,0.00001823588],"domain_scores_gemma":[0.9999506,0.000009802884,0.000003475979,0.000008044867,0.00002190447,0.000006144905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001657279,0.00008465538,0.0001118237,0.00133844,0.00003362381,0.0003838316,0.0002898613,0.001609516,0.1419154,0.3301525,0.1664648,0.3574499],"study_design_scores_gemma":[0.000009637508,0.0000418774,0.00009493836,0.00007465013,0.0000142001,0.0003974881,0.00004303763,0.001048582,0.05169198,0.01893807,0.9276266,0.00001892497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01077767,0.04531987,0.07003608,0.00313185,0.006622133,0.0001703326,0.00110937,0.00152769,0.8613051],"genre_scores_gemma":[0.05585458,0.03148201,0.01478119,0.001532931,0.0008524485,0.0001563001,0.0008094596,0.0003223644,0.8942087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01986021,"threshold_uncertainty_score":0.06643903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542816221126798,"score_gpt":0.2068147505704181,"score_spread":0.1713865883591501,"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."}}