{"id":"W2948885243","doi":"10.3390/genes10060425","title":"Analysis of the Full-Length Pyriform Spidroin Gene Sequence","year":2019,"lang":"en","type":"article","venue":"Genes","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Sequence (biology); Gene; Biology; Gene sequence; Genetics; Computational biology; Phylogenetic tree","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002154407,0.00008111802,0.0001815358,0.00005283006,0.00006932354,0.00003025014,0.000369553,0.00003857726,0.001152061],"category_scores_gemma":[0.000008397371,0.00005080978,0.0001078505,0.0004960569,0.00007478548,0.00005095987,0.00008243874,0.00001536398,0.00024745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714391,"about_ca_system_score_gemma":0.0000392847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710882,"about_ca_topic_score_gemma":0.00005985735,"domain_scores_codex":[0.9992306,0.00002878952,0.0002128012,0.0002048812,0.0001729112,0.0001500432],"domain_scores_gemma":[0.9991946,0.00002559448,0.0001370542,0.0005635371,0.00005041269,0.00002885763],"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":[0.000005468592,0.00001579809,0.005633841,0.000008252793,0.00002569096,1.356337e-7,0.00003229881,0.0004033688,0.9929842,0.000395027,0.0000311684,0.0004647725],"study_design_scores_gemma":[0.00006560198,0.0000157492,0.02570021,0.000004159445,0.0001231411,0.000001551495,0.00002899572,0.0005923348,0.9724874,0.00009079186,0.0008157084,0.00007437887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998814,0.00009778754,0.0000728333,0.0001942434,0.0002496247,0.0001614165,0.000172184,0.00002759715,0.0002103192],"genre_scores_gemma":[0.9989532,0.00001876045,0.0006904573,0.00009019174,0.00004769105,0.0000188532,0.00001488722,0.000006053464,0.0001599675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0204968,"threshold_uncertainty_score":0.999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980431479427832,"score_gpt":0.258890193811534,"score_spread":0.2390858790172557,"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."}}