{"id":"W4393014549","doi":"10.1101/2024.03.18.585647","title":"Allele Sails: launching traits and fates into wild populations with DNA sequence modifiers","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"California Institute of Technology","keywords":"Allele; Sequence (biology); Biology; Genetics; DNA; DNA sequencing; Evolutionary biology; Gene","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":[0.0007448473,0.0004236159,0.0003228684,0.0003250247,0.0003245246,0.001102017,0.001116556,0.0007225681,0.002942939],"category_scores_gemma":[0.001544104,0.0002953612,0.00050715,0.0001765949,0.001131768,0.001158699,0.001090589,0.001184574,0.000730651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825699,"about_ca_system_score_gemma":0.0003791494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006760934,"about_ca_topic_score_gemma":0.0007665192,"domain_scores_codex":[0.9996101,0.0000847293,0.00002306444,0.000125648,0.0001161485,0.00004020895],"domain_scores_gemma":[0.9990849,0.0003564069,0.0002087327,0.000214879,0.00005227054,0.000082638],"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":[0.0004727172,0.0004043748,0.007566097,0.0004213688,0.00014922,0.001134438,0.0007534203,0.06129503,0.6518486,0.1303346,0.00356382,0.1420565],"study_design_scores_gemma":[0.000282891,0.001423958,0.003791724,0.0001214254,0.0002175533,0.001858158,0.0002633522,0.3758509,0.4078434,0.0654787,0.1426613,0.000206567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1596887,0.00036247,0.8225341,0.0004545545,0.0001911428,0.0002190272,0.0002399094,0.005955335,0.01035467],"genre_scores_gemma":[0.6032249,0.000673613,0.3735023,0.0003972375,0.00006592707,0.0003377293,0.0004220099,0.0008976823,0.0204787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002942939,"threshold_uncertainty_score":0.009845138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698804687695969,"score_gpt":0.2331396512023314,"score_spread":0.2161516043253717,"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."}}