{"id":"W6938428536","doi":"10.60510/awfwi02587","title":"IGSN AWFWI02587 (EN22037-T21): Individual Sample (Biology, plant - Betula glandulosa) from Richardson Mountains, Yukon, 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); Decantation","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001249867,0.00287761,0.003005531,0.002241983,0.0003376353,0.0006433389,0.003132942,0.003230974,0.009990729],"category_scores_gemma":[0.001731495,0.002817048,0.0009514712,0.001402523,0.0009784655,0.0003064087,0.001762209,0.002539457,0.003999178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126366,"about_ca_system_score_gemma":0.0009313901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828262,"about_ca_topic_score_gemma":0.9415486,"domain_scores_codex":[0.9889843,0.0008082363,0.001837403,0.003861892,0.001634142,0.002874012],"domain_scores_gemma":[0.9918393,0.00197347,0.001298796,0.003592058,0.0002049495,0.00109144],"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":[0.0001631965,0.0003209333,0.001508814,0.0004307918,0.002430268,0.0003174821,0.001489457,0.000007023384,0.000006745451,0.001547374,0.9908851,0.0008928114],"study_design_scores_gemma":[0.002115426,0.0002613636,0.0008069016,0.00102213,0.001425283,0.0001184053,0.0005008708,0.00004923115,0.0001468987,0.007890284,0.9826304,0.003032781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001295918,0.01400385,0.001254255,0.0002770859,0.003739045,0.002013806,0.9735427,0.00312759,0.0007457673],"genre_scores_gemma":[0.004830032,0.0004762605,0.00502943,0.000719307,0.004803087,0.0007782676,0.9775146,0.004971663,0.0008773504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0412776,"threshold_uncertainty_score":0.9997617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314949470936027,"score_gpt":0.2799002752644687,"score_spread":0.2467507805551084,"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."}}