{"id":"W4405466240","doi":"10.24272/j.issn.2095-8137.2024.391","title":"Consistency, distinction, and potential metabolic crosstalk of nitrogen mobilization-related genes in silk production and silk gland biology","year":2024,"lang":"en","type":"article","venue":"动物学研究","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"South China Normal University; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"SILK; Crosstalk; Biology; Production (economics); Polymer science; Materials science; Engineering; Composite material; Economics","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":[0.0003133102,0.0003474685,0.0003370848,0.0005471848,0.0002547751,0.000635376,0.0003542008,0.0004561152,0.001021095],"category_scores_gemma":[0.0003437642,0.0002253082,0.0004641869,0.0003715898,0.0003872881,0.0005830778,0.0005890668,0.0006769816,0.0004298991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537217,"about_ca_system_score_gemma":0.0003243063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005848335,"about_ca_topic_score_gemma":0.0009423071,"domain_scores_codex":[0.9993799,0.00004946038,0.00004667553,0.0003169622,0.0001163269,0.00009069782],"domain_scores_gemma":[0.9997023,0.00004944355,0.00009361447,0.00003838305,0.0000569037,0.00005940371],"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":[0.0001064087,0.00001240582,0.003411792,0.00008050992,0.0000138644,0.0002125402,0.00005487683,0.00008912521,0.9900966,0.0009668293,0.00009485149,0.004860251],"study_design_scores_gemma":[0.00003657284,0.0003437657,0.3072376,0.0001144263,0.0002072959,0.003750497,0.000571675,0.004925866,0.641184,0.005001982,0.03654579,0.00008055404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523835,0.01062569,0.02274868,0.0008415801,0.0001982459,0.0000398074,0.001463891,0.0002927756,0.01140589],"genre_scores_gemma":[0.9845952,0.002227033,0.005271876,0.0005260807,0.00005910779,0.00005178179,0.00175369,0.00009490346,0.005420259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021095,"threshold_uncertainty_score":0.003415883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004874621054637,"score_gpt":0.2542515807827213,"score_spread":0.2442028345721749,"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."}}