{"id":"W6900439514","doi":"10.60510/awfwi02831","title":"IGSN AWFWI02831 (EN22063-T13): 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":[0.0009449169,0.00191004,0.003229037,0.0008334606,0.0004084266,0.0019863,0.003083103,0.003230996,0.02645367],"category_scores_gemma":[0.002058623,0.002968959,0.001051796,0.001040811,0.002040517,0.0003174437,0.001673545,0.002402602,0.005303076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000943977,"about_ca_system_score_gemma":0.001081068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991055,"about_ca_topic_score_gemma":0.9987617,"domain_scores_codex":[0.9890711,0.0007246505,0.001871371,0.004058259,0.001467348,0.00280724],"domain_scores_gemma":[0.9922338,0.001922156,0.001328466,0.003068155,0.0002542928,0.001193206],"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":[0.00006205896,0.0003373249,0.003747512,0.0003402233,0.002705838,0.001103291,0.0009718316,0.00000151405,0.000003504305,0.000105111,0.9881955,0.002426261],"study_design_scores_gemma":[0.002516621,0.0002714132,0.003304631,0.00169472,0.001413085,0.0003333325,0.0003171861,0.00001213125,0.00001453024,0.005264205,0.9817048,0.00315338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001796027,0.0175423,0.0003648204,0.00006516009,0.005735879,0.002426713,0.9669512,0.003177798,0.00194011],"genre_scores_gemma":[0.003233125,0.0007039379,0.004961776,0.000694587,0.003994855,0.0008520883,0.9712397,0.004814912,0.009505011],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02115059,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268460821150485,"score_gpt":0.2508896435991339,"score_spread":0.2240435614840854,"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."}}