{"id":"W6948288540","doi":"10.5066/p14xqywk","title":"16S rRNA whole-organism microbiome sequencing for larval insects, adult insects, and riparian spiders collected from Torch Lake and Gratiot Lake, Keweenaw Peninsula, Michigan, USA, July and October 2021","year":2025,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"Peanut Plant Research Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Larva; Torch; Riparian zone; Microbiome; 16S ribosomal RNA; Genetic data","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003982248,0.0005690896,0.0006235995,0.00009293728,0.0008495646,0.0003099905,0.0002416958,0.000363022,0.0003566175],"category_scores_gemma":[0.0004821456,0.0003154302,0.00007816563,0.0002603652,0.0004076414,0.0002387794,0.0004629478,0.0005031783,0.000007506717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351469,"about_ca_system_score_gemma":0.00006534295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695852,"about_ca_topic_score_gemma":0.03659998,"domain_scores_codex":[0.9968203,0.0002219664,0.0005143195,0.001453129,0.0004133352,0.0005769097],"domain_scores_gemma":[0.9989109,0.0003365646,0.0002564071,0.0002450484,0.00007531028,0.0001757602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001492603,0.0001332497,0.001285445,0.0002087317,0.0002546681,0.00001818741,0.000216771,0.000005146685,0.1657474,0.000002171858,0.8307526,0.001226416],"study_design_scores_gemma":[0.0006135957,0.0003257034,0.05593197,0.0001663898,0.0001698657,0.00003309573,0.000191146,0.000007136727,0.002862638,0.00005552056,0.9390433,0.0005996175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4767927,0.00109337,0.000001632868,0.001787879,0.0002642154,0.001233761,0.5187925,0.00002042761,0.00001351647],"genre_scores_gemma":[0.006227999,0.01274968,0.0005389985,0.0004599692,0.001203133,0.0002391016,0.973519,0.000004612944,0.005057496],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4705647,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352325911120592,"score_gpt":0.2058027235150004,"score_spread":0.1922794644037945,"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."}}