{"id":"W6938246481","doi":"10.60510/awfwi02746","title":"IGSN AWFWI02746 (EN22055-T19): Individual Sample (Biology, plant - Populus tremuloides) from Tintina Trench, 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); Productivity","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":[0.001183222,0.003063245,0.003243526,0.002532452,0.0003349105,0.0006134686,0.003270033,0.002985914,0.01972232],"category_scores_gemma":[0.002495123,0.002974146,0.001196022,0.001660801,0.001148756,0.0002958961,0.001764068,0.002574584,0.009160606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670886,"about_ca_system_score_gemma":0.0007484853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966079,"about_ca_topic_score_gemma":0.9048681,"domain_scores_codex":[0.9881788,0.0008320823,0.002205772,0.00425984,0.001458119,0.003065426],"domain_scores_gemma":[0.9911912,0.002127997,0.001542358,0.003848764,0.0001756098,0.001114051],"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":[0.0001371139,0.0003723297,0.0008252291,0.0003232436,0.001825516,0.0003315016,0.00147218,0.000005458383,0.00001868724,0.001112616,0.9892222,0.004353915],"study_design_scores_gemma":[0.002000316,0.0002757127,0.0006619387,0.00103104,0.001542692,0.0001625024,0.0004345513,0.00003904316,0.0001776667,0.008465949,0.9820384,0.003170131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007386344,0.01030582,0.0008796201,0.0002380189,0.004258176,0.001786516,0.974278,0.003503253,0.004011946],"genre_scores_gemma":[0.004142528,0.0002765603,0.01020699,0.0005234015,0.004214619,0.000636456,0.9701294,0.005096608,0.004773433],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06121097,"threshold_uncertainty_score":0.9997265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917838931218862,"score_gpt":0.2781358882312494,"score_spread":0.2389574989190608,"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."}}