{"id":"W1608586621","doi":"10.1002/bmb.20409","title":"An experimental, hands‐on approach to epithelial ion transport","year":2010,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Amiloride; Frog Skin; Mass transport; Ion transporter; Biophysics; Sodium; Kinetics; Computer science; Chemistry; Biochemistry; Physics; Biology; Engineering physics; Membrane","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":[0.001506377,0.0008098782,0.0004854237,0.0004698051,0.00150808,0.001154135,0.002475218,0.001469845,0.01381615],"category_scores_gemma":[0.002057083,0.0004176638,0.0006894065,0.000269923,0.001839018,0.00108894,0.002638607,0.003320171,0.002975662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008203291,"about_ca_system_score_gemma":0.0009198108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000652921,"about_ca_topic_score_gemma":0.0007713212,"domain_scores_codex":[0.9987187,0.0003991013,0.00006452332,0.0003307792,0.0003330386,0.0001538667],"domain_scores_gemma":[0.9985702,0.0005440806,0.00005813297,0.0004929584,0.0001510918,0.0001835296],"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":[0.0003079293,0.001915514,0.0003856888,0.0003746761,0.00001745292,0.0002472673,0.0003682659,0.0006209826,0.9600537,0.006040526,0.0009249604,0.02874292],"study_design_scores_gemma":[0.0002964123,0.008725466,0.003012608,0.0001631444,0.00008164199,0.002809695,0.0005517426,0.003933763,0.8990201,0.01058292,0.07071462,0.0001078311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3842438,0.004068846,0.5525265,0.004829946,0.001880413,0.002752081,0.0008028451,0.001814027,0.0470815],"genre_scores_gemma":[0.4928235,0.005686353,0.4594585,0.002726959,0.0006244489,0.003332404,0.0006139305,0.0003735746,0.03436041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01381615,"threshold_uncertainty_score":0.04621965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624803558371642,"score_gpt":0.2699614420812909,"score_spread":0.2643366385229192,"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."}}