{"id":"W6919061972","doi":"10.60510/awfwi02253","title":"IGSN AWFWI02253 (EN22009-T06): 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":[0.0009550586,0.00297105,0.002827645,0.001930715,0.0004672091,0.0008221758,0.003323894,0.003272424,0.01034554],"category_scores_gemma":[0.001311102,0.003033265,0.0008424176,0.00136703,0.001267064,0.0003842726,0.001610418,0.002646684,0.001565464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246605,"about_ca_system_score_gemma":0.001273722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970746,"about_ca_topic_score_gemma":0.9978597,"domain_scores_codex":[0.98909,0.0006683581,0.001812175,0.003928673,0.001550878,0.002949876],"domain_scores_gemma":[0.9915793,0.002144306,0.001316816,0.00357183,0.0001876462,0.001200079],"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":[0.0002435679,0.0003228205,0.006659969,0.0004356127,0.002675101,0.0005613653,0.001529274,0.000005633508,0.000002283061,0.0009621375,0.9857002,0.0009019796],"study_design_scores_gemma":[0.002269882,0.000284895,0.001507029,0.0009011996,0.001583282,0.0001570006,0.0007027211,0.00003536761,0.00006100542,0.003744348,0.9856002,0.003153029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004922972,0.007985378,0.000915903,0.0003220161,0.006531929,0.001926051,0.9786637,0.00264553,0.0005171466],"genre_scores_gemma":[0.003298363,0.0003216789,0.00556849,0.0006320717,0.006822933,0.00059554,0.9775095,0.004486649,0.0007647561],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008780073,"threshold_uncertainty_score":0.9996542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03131904796266063,"score_gpt":0.2603289570614742,"score_spread":0.2290099090988136,"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."}}