{"id":"W2235807586","doi":"10.1242/dev.123448","title":"Bi-directional gap junction-mediated Soma-Germline communication is essential for spermatogenesis","year":2015,"lang":"en","type":"article","venue":"Development","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Germline; Biology; Soma; Cell biology; Gap junction; Somatic cell; Hedgehog; Germ cell; Gene knockdown; Signal transduction; Neuroscience; Genetics; Cell culture; Gene; Intracellular","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002759201,0.0001215548,0.0001392372,0.0001210214,0.0003533994,0.00001825603,0.0002669654,0.00009489497,0.0001838366],"category_scores_gemma":[0.000381032,0.0001112195,0.00004339581,0.0002344351,0.0001593645,0.0001160363,0.0001232702,0.0001326974,0.0004909676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006559533,"about_ca_system_score_gemma":0.0003308768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007277251,"about_ca_topic_score_gemma":0.000006490937,"domain_scores_codex":[0.9988111,0.0001721357,0.0002439425,0.0003251544,0.0001795588,0.0002681643],"domain_scores_gemma":[0.9991419,0.0002988351,0.00007258793,0.0002312185,0.0001488718,0.0001065698],"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":[0.0003167976,0.0002667945,0.001700394,0.00001740322,0.00002756514,0.000003593171,0.000676212,0.00002308188,0.9562343,0.0004343944,0.03900985,0.001289572],"study_design_scores_gemma":[0.0007869605,0.00005903262,0.005562585,0.000006951359,0.000004730085,0.00002833052,0.00002982041,0.0002066432,0.897386,0.0006816965,0.09508993,0.0001572928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957966,0.00005283417,0.0003451528,0.00140754,0.0006175208,0.0003593462,0.000022136,0.0001116605,0.001287213],"genre_scores_gemma":[0.9943352,0.00006200899,0.001216072,0.001961815,0.00009612916,0.000203356,0.0001482188,0.00001784469,0.001959365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05884833,"threshold_uncertainty_score":0.631056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058474849222534,"score_gpt":0.3332657735952163,"score_spread":0.2274182886729629,"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."}}