{"id":"W6900505134","doi":"10.60510/awfwi02591","title":"IGSN AWFWI02591 (EN22037-T25): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, 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":"Sample (material); Quality (philosophy); Yield (engineering); Sampling (signal processing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008673308,0.001514792,0.001559684,0.008545551,0.002504155,0.001845365,0.002634414,0.001466252,0.112687],"category_scores_gemma":[0.002662009,0.0008784558,0.000710363,0.01797835,0.0005839131,0.0008885018,0.002340021,0.0008745177,0.1008477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369823,"about_ca_system_score_gemma":0.006208231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1982301,"about_ca_topic_score_gemma":0.3293433,"domain_scores_codex":[0.9989323,0.00004306625,0.0001075214,0.0003786229,0.0002434004,0.0002950165],"domain_scores_gemma":[0.9981619,0.0001325703,0.0001763915,0.000529192,0.000761252,0.0002387574],"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":[0.0003973218,0.00005621239,0.01477464,0.001727232,0.0001592709,0.0002649016,0.001331864,0.0003106433,0.006708854,0.00252929,0.9404536,0.03128619],"study_design_scores_gemma":[0.00005465619,0.00001698105,0.05283882,0.0001875675,0.0001084649,0.0001559887,0.0004359209,0.00007146488,0.0008882513,0.0006626506,0.9445474,0.00003194824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003134255,0.0001033424,0.0008302294,0.00003160394,0.00003886691,0.00005620086,0.9862261,0.0008274142,0.008751864],"genre_scores_gemma":[0.00297382,0.00008917861,0.001290232,0.00004366896,0.00000711081,0.0001598265,0.9889351,0.0007776272,0.005723448],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.887313,"threshold_uncertainty_score":0.3941525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162142736054252,"score_gpt":0.2729041514735959,"score_spread":0.2412827241130533,"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."}}