{"id":"W6938101271","doi":"10.60510/awfwi02272","title":"IGSN AWFWI02272 (EN22010-T03): Individual Sample (Biology, plant - Salix sp.) 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":"Sample (material); Delta; Vegetation (pathology); Hydrology (agriculture)","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":[0.001014021,0.003298193,0.00318155,0.001978121,0.0004365967,0.0008679721,0.004024995,0.00356676,0.01019909],"category_scores_gemma":[0.001698236,0.003310632,0.001027593,0.001518863,0.001686146,0.0003975198,0.00229982,0.002884472,0.001430179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361641,"about_ca_system_score_gemma":0.001590994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992262,"about_ca_topic_score_gemma":0.9988464,"domain_scores_codex":[0.9879052,0.0006946917,0.002297215,0.004235147,0.001690484,0.003177239],"domain_scores_gemma":[0.9902346,0.00207489,0.00151077,0.004550117,0.0002755714,0.00135412],"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":[0.0001600285,0.0003669379,0.007077704,0.0004008559,0.002621867,0.000452738,0.001284091,0.000006386567,0.000002113821,0.001221393,0.9856926,0.0007133055],"study_design_scores_gemma":[0.00181433,0.0002664428,0.001648406,0.0009966369,0.001654292,0.0001751847,0.000333665,0.00002034024,0.0001221981,0.005629574,0.9838617,0.003477202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006723515,0.01024253,0.0005276823,0.0003120613,0.009311546,0.001975525,0.9735544,0.003230169,0.0001736824],"genre_scores_gemma":[0.003082649,0.0004188742,0.006417578,0.0007364043,0.008207979,0.0007649407,0.9746205,0.005526911,0.000224148],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009823659,"threshold_uncertainty_score":0.9994159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943811449150293,"score_gpt":0.2661047683389695,"score_spread":0.2366666538474665,"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."}}