{"id":"W6937766566","doi":"10.60510/awfwi02836","title":"IGSN AWFWI02836 (EN22063-T18): 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":[0.0009321745,0.001910164,0.003227409,0.0008331909,0.0004084269,0.001988429,0.003065703,0.003235497,0.02655623],"category_scores_gemma":[0.002053659,0.002969603,0.001052224,0.001041663,0.002032253,0.0003173545,0.001679077,0.002405253,0.005229267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000940148,"about_ca_system_score_gemma":0.001078352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992481,"about_ca_topic_score_gemma":0.999042,"domain_scores_codex":[0.9890888,0.0007054952,0.001869615,0.004060309,0.001470403,0.002805374],"domain_scores_gemma":[0.9922639,0.00189247,0.001327537,0.003069871,0.0002545768,0.001191636],"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":[0.00006309732,0.0003377802,0.004320892,0.0003415724,0.002702984,0.00110299,0.000982941,0.000001510917,0.000003403092,0.00009838246,0.98769,0.002354454],"study_design_scores_gemma":[0.002462826,0.0002692831,0.003869129,0.001693874,0.001410794,0.0003282356,0.0002837487,0.00001224252,0.00001387352,0.00512483,0.9813783,0.003152845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001785863,0.01778142,0.0003732456,0.00006433372,0.005786769,0.002402767,0.9668908,0.003175726,0.001739087],"genre_scores_gemma":[0.003646341,0.0006809304,0.004961094,0.0006871167,0.003971939,0.0008460848,0.9710817,0.004813061,0.009311708],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02132697,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682577587529491,"score_gpt":0.2508851148432107,"score_spread":0.2240593389679158,"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."}}