{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007115785,0.0007099102,0.0005041463,0.001796913,0.0006147267,0.0007889332,0.001001293,0.0007007956,0.02496429],"category_scores_gemma":[0.002086443,0.0003535603,0.0004111144,0.003131239,0.000186883,0.0004579653,0.001094118,0.0006411921,0.01454098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009278738,"about_ca_system_score_gemma":0.002072979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04638952,"about_ca_topic_score_gemma":0.1055813,"domain_scores_codex":[0.9995865,0.00005420236,0.00006269573,0.0001296456,0.00009159485,0.00007537304],"domain_scores_gemma":[0.9990733,0.0001842778,0.0001598232,0.0001323198,0.0003309115,0.0001194569],"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":[0.0002328032,0.00005009573,0.01661144,0.001730642,0.0001119265,0.0001243385,0.0001484755,0.0003931503,0.0013621,0.0006028988,0.9692152,0.009416833],"study_design_scores_gemma":[0.0003351944,0.00004854643,0.1048406,0.0007031764,0.0000901828,0.0001154161,0.0004170945,0.0004517574,0.001160933,0.0006325254,0.8911617,0.00004277602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008956737,0.00003301731,0.00004005143,0.00002809635,0.000006017666,0.00001029202,0.9984648,0.00004267219,0.0004794856],"genre_scores_gemma":[0.001357125,0.00003315599,0.0002897859,0.00003173497,0.000002678937,0.0000831712,0.9976387,0.00001298946,0.0005506085],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04638952,"threshold_uncertainty_score":0.09223902,"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."}}