{"id":"W6975646497","doi":"10.60510/awfwi02465","title":"IGSN AWFWI02465 (EN22026-T03): Individual Sample (Biology, plant - Picea mariana) 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":"Sample (material); Delta; Hydrology (agriculture); Vegetation (pathology); 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":[0.001050995,0.003229441,0.003081747,0.002073044,0.0004731919,0.0009211489,0.004047054,0.003480207,0.0114547],"category_scores_gemma":[0.001734964,0.003300827,0.00093238,0.001576999,0.001437524,0.0003975082,0.002405201,0.002966717,0.002560972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242426,"about_ca_system_score_gemma":0.001527583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972858,"about_ca_topic_score_gemma":0.9975958,"domain_scores_codex":[0.9880497,0.0006978241,0.002122657,0.004313523,0.001678796,0.003137514],"domain_scores_gemma":[0.9902702,0.002475673,0.001410067,0.004271768,0.0002384217,0.001333894],"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":[0.0002222674,0.0003440063,0.006039889,0.0004384478,0.003034928,0.0007014594,0.00115424,0.000005964955,0.000002645008,0.001532312,0.9856018,0.0009220281],"study_design_scores_gemma":[0.002044382,0.0002570867,0.00169224,0.000972287,0.001720917,0.0001750468,0.0004091295,0.00003390797,0.0000569237,0.004805422,0.9844214,0.003411212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004097878,0.008272259,0.0007750679,0.0003323678,0.008260365,0.002051478,0.9763023,0.002955301,0.0006410585],"genre_scores_gemma":[0.001772158,0.0003237738,0.007988052,0.0006768213,0.00805996,0.0007290238,0.9741076,0.005260005,0.001082641],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008893731,"threshold_uncertainty_score":0.9993335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954340001236725,"score_gpt":0.2611335494567594,"score_spread":0.2315901494443922,"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."}}