{"id":"W6956810833","doi":"10.60510/awfwi02664","title":"IGSN AWFWI02664 (EN22046-T16): Individual Sample (Biology, plant - Betula glandulosa) from Ogilvie 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); Decantation; Class (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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001248888,0.002968063,0.003111407,0.002115749,0.0003644699,0.0006729966,0.00339283,0.003330512,0.01102372],"category_scores_gemma":[0.001975757,0.002874171,0.001002947,0.001388136,0.001222842,0.0003047003,0.001962598,0.002640491,0.004355276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062812,"about_ca_system_score_gemma":0.001009532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9818413,"about_ca_topic_score_gemma":0.9533039,"domain_scores_codex":[0.9887519,0.0008073739,0.00195948,0.003930051,0.0015794,0.002971719],"domain_scores_gemma":[0.9912639,0.002236962,0.001312444,0.003848712,0.000197649,0.001140374],"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":[0.0001805423,0.0003297171,0.001921637,0.0004509354,0.002493697,0.0003579178,0.001091506,0.000007701043,0.000004170613,0.002141346,0.9900231,0.0009977741],"study_design_scores_gemma":[0.002071823,0.0003182997,0.0007163054,0.00108765,0.00144032,0.0001324694,0.0004369988,0.00003313685,0.000102941,0.0103505,0.9801977,0.003111851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009610766,0.01555261,0.001001919,0.0002817164,0.003656606,0.002044134,0.9723954,0.003149492,0.0009570571],"genre_scores_gemma":[0.005091866,0.0005595771,0.005805439,0.0008209059,0.004644941,0.0007342197,0.9763461,0.005190479,0.0008064765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02853732,"threshold_uncertainty_score":0.9996604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037123523288354,"score_gpt":0.2815250006586194,"score_spread":0.2444014773702654,"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."}}