{"id":"W6919412523","doi":"10.60510/awfwi02398","title":"IGSN AWFWI02398 (EN22020-T04): Individual Sample (Biology, plant - Betula glandulosa) from Richardson Mountains, 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":"Sample (material); Vegetation (pathology); Quality (philosophy); Precipitation; Productivity","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":[0.0009488273,0.002843721,0.002926161,0.001773023,0.0003782953,0.0007389644,0.00302644,0.003000794,0.005436076],"category_scores_gemma":[0.001409325,0.002805429,0.0008323204,0.001411846,0.001009968,0.0003363311,0.001668565,0.002439337,0.001475037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286597,"about_ca_system_score_gemma":0.001101701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979888,"about_ca_topic_score_gemma":0.9967679,"domain_scores_codex":[0.9894806,0.0006716285,0.00183706,0.003693645,0.00164505,0.002671982],"domain_scores_gemma":[0.9923404,0.001727631,0.001259224,0.003357714,0.0002068124,0.00110815],"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":[0.0001529906,0.0003251338,0.01154234,0.0004553536,0.002378116,0.000401108,0.001735286,0.000004178199,0.000002770635,0.0008309213,0.9815189,0.000652938],"study_design_scores_gemma":[0.001835365,0.0002898193,0.002728394,0.0009593067,0.001351794,0.0001092102,0.0005825387,0.0000193306,0.00008220654,0.003234279,0.9858477,0.002960065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001580397,0.01067827,0.0004056491,0.0002328699,0.006320268,0.001823536,0.9758565,0.002853927,0.0002486226],"genre_scores_gemma":[0.005329545,0.0004522148,0.003813757,0.0004413322,0.008954129,0.0008012152,0.975338,0.004459543,0.0004101961],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01022606,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02677621943025457,"score_gpt":0.2678058857490063,"score_spread":0.2410296663187518,"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."}}