{"id":"W6919381718","doi":"10.60510/awfwi02219","title":"IGSN AWFWI02219 (EN22006-T14): Individual Sample (Biology, plant - Betula glandulosa) from Mackenzie Delta (Caribou Hills), 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"],"category_scores_codex":[0.0009280667,0.003068573,0.003021732,0.001850284,0.0004342129,0.0008165034,0.003534166,0.003324455,0.006243771],"category_scores_gemma":[0.001438294,0.00305237,0.0009509869,0.001468346,0.001528387,0.0003591705,0.001956073,0.002577618,0.000422657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262122,"about_ca_system_score_gemma":0.001280608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997378,"about_ca_topic_score_gemma":0.9996683,"domain_scores_codex":[0.9886961,0.0006710509,0.002136749,0.003869736,0.001647043,0.002979308],"domain_scores_gemma":[0.9912135,0.001952544,0.001353546,0.003948103,0.0002533227,0.001278977],"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":[0.0001641061,0.0003624277,0.01016853,0.0003906023,0.002537157,0.0004699772,0.001117003,0.000006110265,6.231818e-7,0.0009791966,0.9829432,0.0008610602],"study_design_scores_gemma":[0.002130467,0.0002855122,0.002517826,0.001001501,0.001664254,0.0001725131,0.0002701603,0.00002375555,0.00009247437,0.004476971,0.9840319,0.003332665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001350673,0.00938455,0.000467841,0.0002557119,0.006470804,0.001830708,0.9774261,0.002737975,0.00007562667],"genre_scores_gemma":[0.004755173,0.0003741705,0.00485789,0.0005252247,0.007337271,0.0007224827,0.9767802,0.004558337,0.00008922483],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00901038,"threshold_uncertainty_score":0.9997235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804844020031634,"score_gpt":0.2648301924948495,"score_spread":0.2367817522945332,"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."}}