{"id":"W6975602968","doi":"10.60510/awfwi02593","title":"IGSN AWFWI02593 (EN22037-T27): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","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":[],"consensus_categories":[],"category_scores_codex":[0.0007253436,0.001264622,0.001106773,0.00736501,0.001938514,0.001641776,0.0020759,0.001211368,0.1338653],"category_scores_gemma":[0.002584695,0.0006994128,0.0005630774,0.01600386,0.0004764832,0.0007157882,0.00210836,0.0006435991,0.1119801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406788,"about_ca_system_score_gemma":0.006585537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2945482,"about_ca_topic_score_gemma":0.3964771,"domain_scores_codex":[0.9991261,0.00003652405,0.00008948091,0.0002576887,0.0002162849,0.0002739432],"domain_scores_gemma":[0.9979501,0.0001260287,0.0001635317,0.0004609759,0.001067027,0.0002322526],"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":[0.0002303657,0.00003670679,0.009262813,0.0008909426,0.00006164825,0.0001297719,0.0006736912,0.0001707468,0.002644816,0.001617469,0.9629438,0.02133723],"study_design_scores_gemma":[0.00004572398,0.00001475299,0.04834188,0.0001611324,0.00005723619,0.0001180427,0.0005071867,0.00006546411,0.0007742362,0.0004743848,0.9494193,0.00002079079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002706041,0.0000753372,0.0004736433,0.00003821499,0.00003441579,0.00005866557,0.9837931,0.0004215426,0.012399],"genre_scores_gemma":[0.002839037,0.00009050281,0.001026724,0.00005046154,0.0000075346,0.0001600198,0.9854419,0.000483295,0.009900547],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7054518,"threshold_uncertainty_score":0.5856674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489588687400104,"score_gpt":0.2323170966570826,"score_spread":0.1974212097830816,"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."}}