{"id":"W2182547153","doi":"10.1242/jeb.204.13.2289","title":"Analysis of epithelial K+ transport in Malpighian tubules of<i>Drosophila melanogaster</i>: evidence for spatial and temporal heterogeneity","year":2001,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malpighian tubule system; Reabsorption; Drosophila melanogaster; Tubule; Biophysics; Microelectrode; Chemistry; Ion transporter; Anatomy; Biology; Cell biology; Endocrinology; Biochemistry; Kidney; Membrane; Electrode; Larva; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003692272,0.0001274237,0.0006234049,0.0004195159,0.00004160799,0.000002540381,0.0002762839,0.0001272635,0.00004579612],"category_scores_gemma":[0.0001465864,0.00009855824,0.0002344708,0.0002882665,0.0006124543,0.0001292925,0.00005027492,0.0001668561,4.299029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671458,"about_ca_system_score_gemma":0.00004581388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006641543,"about_ca_topic_score_gemma":0.00005546442,"domain_scores_codex":[0.9984462,0.0003281432,0.0006562406,0.0002531171,0.0000884917,0.0002277598],"domain_scores_gemma":[0.9988926,0.0004680938,0.0003893979,0.0001314709,0.00005354725,0.00006490477],"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":[0.001990284,0.0001758608,0.2667024,0.000007081432,0.00006037159,0.00002030885,0.000151067,0.00001047575,0.7307214,0.00006442944,0.000001466457,0.00009484746],"study_design_scores_gemma":[0.0008774551,0.002647756,0.0941584,0.00002178793,0.00005641549,0.00009215507,0.00004365461,0.00008691467,0.901817,0.00009608442,0.00003235287,0.00007004213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988744,0.0005410216,0.00005720112,0.0001257494,0.0001605267,0.0001550367,0.00006271771,0.000002319563,0.00002101643],"genre_scores_gemma":[0.999406,0.0003002148,0.00009596293,0.0001200384,0.00005668007,0.000006235059,0.000004300044,0.000005954723,0.0000045601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.172544,"threshold_uncertainty_score":0.4019088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07642762996028135,"score_gpt":0.3696864257008522,"score_spread":0.2932587957405708,"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."}}