{"id":"W6964695563","doi":"10.3389/fmars.2023.1198036.s006","title":"DataSheet_6_Snow crab (Chionoecetes opilio) hemocytes and hepatopancreas transcriptomes: identification, validation, and application of immune-relevant biomarkers of exposure to noise.zip","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatopancreas; Transcriptome; Real-time polymerase chain reaction; Gene expression; Messenger RNA; Replicate; Shellfish","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003581533,0.0002279925,0.0003582396,0.0001476941,0.0001494148,0.00003666545,0.0006131213,0.0002169897,0.003484408],"category_scores_gemma":[0.0007335569,0.0002202536,0.00004879161,0.0005174757,0.0001279369,0.0002647917,0.000302598,0.0001231824,0.001074349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729041,"about_ca_system_score_gemma":0.00003176869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004977834,"about_ca_topic_score_gemma":0.0004365178,"domain_scores_codex":[0.9981689,0.00007979487,0.0005763985,0.0006195014,0.0003289154,0.0002264191],"domain_scores_gemma":[0.9985586,0.000267665,0.0004084425,0.000596841,0.00004231669,0.0001261598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001784154,0.00004149354,0.003053243,0.0003839621,0.00002598835,0.000001640279,0.00006033478,0.00004779762,0.007181139,0.000001643668,0.988695,0.0004898676],"study_design_scores_gemma":[0.0004390981,0.0001691002,0.7506341,0.0008978088,0.0001130172,0.00002570321,0.0001086109,0.0002004606,0.01099979,0.0001538033,0.2356563,0.0006022456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01718972,0.0002330886,0.000004188359,0.00008617459,0.00005777183,0.0005526886,0.9818372,0.00002433013,0.00001490826],"genre_scores_gemma":[0.02799878,0.000202759,0.00006350593,0.00003460728,0.00001447449,0.0002116485,0.9714234,0.00001138735,0.00003936466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7530388,"threshold_uncertainty_score":0.9997034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247618659908815,"score_gpt":0.2391852426205493,"score_spread":0.2267090560214612,"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."}}