{"id":"W6975774856","doi":"10.60510/awfwi02791","title":"IGSN AWFWI02791 (EN22061-T03): Individual Sample (Biology, plant - Picea mariana) from Morley lake (Cassiar Mountains), 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); Hydrology (agriculture); Period (music); Vegetation (pathology)","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":[0.001202465,0.002112526,0.003163956,0.00110631,0.0005323422,0.003010675,0.003420124,0.003563153,0.05124736],"category_scores_gemma":[0.001872073,0.003235869,0.0009980784,0.001504553,0.001467433,0.000404317,0.002098901,0.002902095,0.004572997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009588881,"about_ca_system_score_gemma":0.001209657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984884,"about_ca_topic_score_gemma":0.9996765,"domain_scores_codex":[0.9879906,0.0008355306,0.001987512,0.004400869,0.001627987,0.003157517],"domain_scores_gemma":[0.9918078,0.001802897,0.001363334,0.003559415,0.0002344868,0.001232088],"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":[0.00005022473,0.0003736776,0.00865993,0.0004399249,0.002655196,0.001348482,0.0004527062,0.000004449673,0.00000431715,0.0002390192,0.9833219,0.00245019],"study_design_scores_gemma":[0.002251543,0.0002140227,0.004781083,0.001383539,0.001502663,0.0004706205,0.0004629995,0.00003470961,0.000009554385,0.005654573,0.9798881,0.00334653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001589479,0.007770003,0.0008256441,0.0001665369,0.004152571,0.002542142,0.9774472,0.003190486,0.00231599],"genre_scores_gemma":[0.002466896,0.0004618922,0.006451103,0.001030001,0.004042115,0.0009816895,0.9685288,0.005430463,0.01060702],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04667436,"threshold_uncertainty_score":0.9993982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397134096641313,"score_gpt":0.2477019564875209,"score_spread":0.2237306155211078,"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."}}