{"id":"W6938166351","doi":"10.60510/awfwi02847","title":"IGSN AWFWI02847 (EN22064-T08): Individual Sample (Biology, plant - Picea glauca) 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); Quality (philosophy); Period (music); Statistical analysis","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":[0.001021584,0.00192887,0.003018319,0.0009380493,0.0004560678,0.002123059,0.003350652,0.003180002,0.0268448],"category_scores_gemma":[0.001958719,0.002989347,0.00103777,0.001320371,0.001902312,0.0003393622,0.002173651,0.002603764,0.006975143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009500573,"about_ca_system_score_gemma":0.001079774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986579,"about_ca_topic_score_gemma":0.9983741,"domain_scores_codex":[0.988793,0.0007603218,0.001796774,0.004211177,0.001570778,0.002867983],"domain_scores_gemma":[0.9921753,0.00197567,0.001237269,0.003220515,0.0002422129,0.001149012],"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":[0.00005749812,0.0003925178,0.005665364,0.0004061642,0.002532652,0.0007618119,0.0009246279,0.000001521273,0.000005109522,0.0001180367,0.9864479,0.002686775],"study_design_scores_gemma":[0.002239089,0.0002528855,0.004212779,0.001681906,0.001521659,0.0003151968,0.0003065626,0.00001373878,0.00001377449,0.007826745,0.9784864,0.003129313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003243456,0.01429933,0.0004783663,0.00007699469,0.005440678,0.002283183,0.969512,0.003294275,0.001371673],"genre_scores_gemma":[0.001951701,0.0006836664,0.007518276,0.0007041682,0.004095494,0.0007678362,0.9695029,0.005074251,0.009701696],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01986965,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542828527483131,"score_gpt":0.2493166837877961,"score_spread":0.2238883985129648,"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."}}