{"id":"W6956901337","doi":"10.60510/awfwi02285","title":"IGSN AWFWI02285 (EN22011-T08): Individual Sample (Biology, plant - Betula papyrifera) from Mackenzie Delta (Anderson 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":[0.0009676946,0.003139286,0.002992586,0.001847437,0.0005215402,0.0008038482,0.003368519,0.003403931,0.00902267],"category_scores_gemma":[0.001176424,0.003153633,0.000929109,0.001190213,0.001431568,0.0003876434,0.00154501,0.002772432,0.001300017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108029,"about_ca_system_score_gemma":0.001214412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973844,"about_ca_topic_score_gemma":0.9978569,"domain_scores_codex":[0.988699,0.0006928096,0.001950629,0.003999184,0.001646469,0.003011912],"domain_scores_gemma":[0.9914595,0.002108529,0.001312037,0.003657648,0.0002040084,0.001258319],"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":[0.0002315772,0.0003452233,0.008390777,0.000429593,0.002611789,0.0004635766,0.002536923,0.000005321358,0.000002743402,0.0008517479,0.9833893,0.000741418],"study_design_scores_gemma":[0.002298279,0.0003115943,0.00172418,0.0009801812,0.001432613,0.0001446679,0.0008240155,0.00002858991,0.0001347001,0.003685885,0.9850995,0.00333581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001193339,0.009446117,0.0006405843,0.000237006,0.006377175,0.001967736,0.9769722,0.002896494,0.0002693388],"genre_scores_gemma":[0.006373169,0.0004375785,0.004320033,0.0005526059,0.006876808,0.0007521501,0.975454,0.004846988,0.0003866424],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009008539,"threshold_uncertainty_score":0.9995282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0336046715495888,"score_gpt":0.2645133155563349,"score_spread":0.2309086440067461,"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."}}