{"id":"W6975680315","doi":"10.60510/awfwi02424","title":"IGSN AWFWI02424 (EN22021-T21): Individual Sample (Biology, plant - Betula papyrifera) 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":"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":[0.001067885,0.003431219,0.003299386,0.002007457,0.0005073222,0.0009335367,0.003960198,0.003614747,0.0092049],"category_scores_gemma":[0.001688972,0.003470396,0.00104636,0.001553477,0.001548631,0.0003853443,0.002178769,0.003130897,0.001718481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177143,"about_ca_system_score_gemma":0.001547717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969157,"about_ca_topic_score_gemma":0.9971188,"domain_scores_codex":[0.9873919,0.0007538495,0.002312602,0.00445997,0.00183838,0.003243231],"domain_scores_gemma":[0.9901108,0.002580014,0.001359474,0.004297254,0.0002612719,0.001391233],"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":[0.0002078398,0.0004179974,0.007601373,0.0004949283,0.002949164,0.0006792801,0.001759842,0.000007370826,0.000003342797,0.001094342,0.9838004,0.0009841556],"study_design_scores_gemma":[0.002092696,0.0002893629,0.001775382,0.001193924,0.001557377,0.0001734343,0.0005126923,0.00002958311,0.0001359545,0.0046403,0.9839808,0.003618526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001050118,0.0111575,0.0005735374,0.0002708632,0.007577747,0.002096835,0.9738712,0.003106144,0.0002960551],"genre_scores_gemma":[0.004216346,0.0004161688,0.006667477,0.0006517362,0.008397046,0.000984531,0.9725313,0.005575498,0.0005599165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01074133,"threshold_uncertainty_score":0.9991689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026838683280949,"score_gpt":0.2657669159407403,"score_spread":0.2354985291079308,"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."}}