{"id":"W6900593586","doi":"10.60510/awfwi02832","title":"IGSN AWFWI02832 (EN22063-T14): Individual Sample (Biology, plant - Pinus contorta) from Liard River, British Columbia, 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); Pinus <genus>; Scots pine; Quality (philosophy)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000940038,0.001922668,0.003249045,0.0008396721,0.0004114125,0.002005106,0.003102825,0.003253284,0.02658547],"category_scores_gemma":[0.002078118,0.002987773,0.001060109,0.001049004,0.002052877,0.0003198094,0.001694715,0.00241998,0.005204128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514451,"about_ca_system_score_gemma":0.001083245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991359,"about_ca_topic_score_gemma":0.9988268,"domain_scores_codex":[0.9890124,0.0007090702,0.001883918,0.004086453,0.001482639,0.002825494],"domain_scores_gemma":[0.9921863,0.001928391,0.001336894,0.003090732,0.0002570238,0.001200641],"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":[0.00006254079,0.0003398237,0.003735142,0.0003437877,0.002719019,0.001125235,0.0009676685,0.000001500398,0.000003426054,0.00009960503,0.9880661,0.002536088],"study_design_scores_gemma":[0.002543782,0.0002728196,0.003300668,0.001706689,0.00142085,0.0003405007,0.0003232718,0.00001199772,0.00001481717,0.005177366,0.9816261,0.003261131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001824949,0.01779573,0.0003638122,0.00006440099,0.005758472,0.002421608,0.96672,0.003194056,0.001856925],"genre_scores_gemma":[0.003151551,0.0007231277,0.005147287,0.0006957144,0.00401254,0.0008523746,0.9714653,0.004841111,0.009110998],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02138135,"threshold_uncertainty_score":0.9998815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696910579780457,"score_gpt":0.2508104221433993,"score_spread":0.2238413163455947,"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."}}