{"id":"W6919312557","doi":"10.60510/awfwi02291","title":"IGSN AWFWI02291 (EN22011-T14): Individual Sample (Biology, plant - Picea mariana) 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":"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":[0.0009582773,0.002967807,0.002822649,0.001912577,0.0004658091,0.0008035568,0.003396249,0.003299966,0.01137967],"category_scores_gemma":[0.001232883,0.003011108,0.0008473658,0.001223032,0.001309208,0.0003932388,0.001710473,0.002647895,0.001837234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185639,"about_ca_system_score_gemma":0.00123633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972613,"about_ca_topic_score_gemma":0.9978357,"domain_scores_codex":[0.9891785,0.0006691852,0.001798241,0.003910568,0.0015274,0.002916077],"domain_scores_gemma":[0.9914292,0.002176041,0.001340506,0.003660489,0.000189256,0.001204514],"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":[0.0002463597,0.0003075975,0.007998289,0.0004523424,0.002808719,0.0005209323,0.001687528,0.000004165991,0.000002466699,0.0009955378,0.9842252,0.0007508993],"study_design_scores_gemma":[0.0022529,0.0002779304,0.001756461,0.0008666787,0.001624166,0.0001553428,0.0007294787,0.00003142574,0.0000638817,0.003643293,0.9853563,0.003242101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005381475,0.007489963,0.0009097396,0.0003225734,0.006984287,0.001923141,0.978709,0.002620419,0.0005026803],"genre_scores_gemma":[0.00391206,0.0003211461,0.005171609,0.0005961963,0.006655823,0.0006380888,0.9774286,0.004532331,0.000744166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009542434,"threshold_uncertainty_score":0.999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248278431837171,"score_gpt":0.2599154334471656,"score_spread":0.2274326491287939,"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."}}