{"id":"W6937988989","doi":"10.60510/awfwi02430","title":"IGSN AWFWI02430 (EN22021-T27): Individual Sample (Biology, plant - Betula glandulosa) from Mackenzie Delta (Peel Plain), Northwest Territories, 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":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009835074,0.003148181,0.003080956,0.001890754,0.0004523927,0.0008276639,0.003596667,0.003369959,0.008016099],"category_scores_gemma":[0.001576923,0.003134111,0.0009431754,0.001426595,0.001364906,0.0003490551,0.002066173,0.002780068,0.001082585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042083,"about_ca_system_score_gemma":0.001326894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983967,"about_ca_topic_score_gemma":0.9986716,"domain_scores_codex":[0.9884576,0.0006922558,0.002106858,0.004030457,0.00169629,0.003016584],"domain_scores_gemma":[0.9908602,0.002392251,0.001303868,0.003883935,0.0002332431,0.001326481],"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":[0.0002162312,0.0003771709,0.009474505,0.0004860065,0.002778856,0.0006595862,0.001226475,0.000006591037,0.000001300259,0.00090736,0.9830197,0.0008461798],"study_design_scores_gemma":[0.002358747,0.0002938026,0.002664021,0.001182072,0.001576273,0.0001806864,0.000403021,0.00003485583,0.00008712117,0.003724659,0.9841713,0.003323451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001464728,0.008847675,0.0006938427,0.0002054858,0.006666464,0.00190053,0.9773147,0.002722292,0.000184293],"genre_scores_gemma":[0.004508583,0.0003496677,0.005317162,0.0004792877,0.008150443,0.0008151921,0.9753106,0.00474704,0.0003220681],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008498007,"threshold_uncertainty_score":0.9996952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102374040470217,"score_gpt":0.267305155140222,"score_spread":0.2362814147355198,"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."}}