{"id":"W6956941781","doi":"10.60510/awfwi02329","title":"IGSN AWFWI02329 (EN22013-T06): Individual Sample (Biology, plant - Larix laricina) from Mackenzie Delta (Anderson Plain), Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); Larch","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009832578,0.002947996,0.002884837,0.001903634,0.0004870706,0.0007889174,0.003231072,0.003522391,0.00661582],"category_scores_gemma":[0.001361988,0.002936521,0.0008226152,0.001397076,0.001211083,0.0003871452,0.001664867,0.002996361,0.001729167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088969,"about_ca_system_score_gemma":0.001127013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970777,"about_ca_topic_score_gemma":0.9972804,"domain_scores_codex":[0.9893183,0.0006726775,0.001671712,0.003825821,0.00155819,0.002953363],"domain_scores_gemma":[0.9917593,0.002153302,0.001284719,0.00350499,0.0002107428,0.001086928],"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":[0.000198291,0.0003764097,0.007647294,0.0004582195,0.002346849,0.0005321528,0.001797266,0.000005834807,0.000002966176,0.001178892,0.9849215,0.0005343271],"study_design_scores_gemma":[0.002235655,0.0003253179,0.001416534,0.0009392891,0.001550684,0.0001573573,0.0006964318,0.0000345001,0.00009572584,0.003578973,0.985908,0.003061574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000631246,0.009440327,0.0009550182,0.0003926819,0.006067256,0.001918456,0.9773716,0.002817493,0.0004059578],"genre_scores_gemma":[0.005083139,0.0003491107,0.004741882,0.0005946902,0.005623288,0.0005697221,0.9778658,0.004453899,0.0007184264],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009091216,"threshold_uncertainty_score":0.9993038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310245580317783,"score_gpt":0.2663817017987154,"score_spread":0.2332792459955376,"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."}}