{"id":"W1974864814","doi":"10.4161/chan.3.3.9256","title":"Re-evaluating membrane transport processes: New insights and appreciation of protein behavior","year":2009,"lang":"en","type":"review","venue":"Channels","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transport protein; Membrane transport protein; Chemistry; Membrane transport; Biophysics; Membrane protein; Cell biology; Membrane; Biology; Biochemistry","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":[0.002660684,0.001960272,0.002796563,0.003327037,0.000481261,0.001761527,0.002613718,0.003421115,0.002077368],"category_scores_gemma":[0.00207115,0.0008557168,0.0008291976,0.003053459,0.002728528,0.005865939,0.001343278,0.004752384,0.003236465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104715,"about_ca_system_score_gemma":0.001400699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970731,"about_ca_topic_score_gemma":0.003432534,"domain_scores_codex":[0.9991235,0.0001407002,0.00008456288,0.0001094662,0.0004885044,0.00005332872],"domain_scores_gemma":[0.9984738,0.0006458708,0.000143823,0.00006646138,0.0006054611,0.00006451452],"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":[0.00008448625,0.00008514222,0.0002315651,0.008465339,0.000112247,0.0002508419,0.0001239249,0.000838356,0.01077206,0.01508499,0.0639112,0.9000397],"study_design_scores_gemma":[0.00003107452,0.0001532976,0.0006676935,0.001182698,0.0001230589,0.003206976,0.000113873,0.0008647945,0.01111701,0.01296601,0.9694908,0.00008274142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000911333,0.9970282,0.001376537,0.000583143,0.0003606935,0.000002714914,0.00001046354,0.00002422612,0.0005229928],"genre_scores_gemma":[0.001580912,0.9944221,0.001894933,0.0005319895,0.0004981709,0.000007841256,0.00002061985,0.000009765472,0.001033624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003421115,"threshold_uncertainty_score":0.01527083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619191752119921,"score_gpt":0.3391670463720889,"score_spread":0.2772478711600968,"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."}}