{"id":"W6900588277","doi":"10.60510/awfwi02871","title":"IGSN AWFWI02871 (EN22065-T23): Individual Sample (Biology, plant - Betula papyrifera) from Northern Rocky Mountains, British Columbia, 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); Vegetation (pathology); Population","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009794136,0.002155651,0.003147677,0.0009188944,0.0005934323,0.002503936,0.003383605,0.003312087,0.01872391],"category_scores_gemma":[0.001524615,0.003261134,0.001051844,0.001271137,0.001164155,0.0003390887,0.001854754,0.002736738,0.004063331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288767,"about_ca_system_score_gemma":0.001310696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991818,"about_ca_topic_score_gemma":0.9997361,"domain_scores_codex":[0.9880836,0.000746902,0.002053631,0.004329737,0.001686841,0.003099279],"domain_scores_gemma":[0.9922548,0.00158937,0.001320414,0.003370167,0.0002878591,0.001177417],"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":[0.0000580282,0.0004113855,0.02167127,0.0003902782,0.002565175,0.0007319919,0.0008777992,0.000008293574,0.000003703346,0.00005461934,0.9698387,0.003388739],"study_design_scores_gemma":[0.002122479,0.0002472035,0.004774371,0.001442783,0.001253083,0.0003122525,0.0005812637,0.00002625203,0.00001581931,0.005553795,0.9801822,0.00348854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008940491,0.01364014,0.0004844185,0.00009981522,0.002946416,0.002445375,0.9675038,0.003274583,0.0006649838],"genre_scores_gemma":[0.008472492,0.0004691006,0.003092071,0.0007766372,0.003950383,0.001012058,0.9717016,0.006264643,0.004261052],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0168969,"threshold_uncertainty_score":0.999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018486050952519,"score_gpt":0.2423463656388395,"score_spread":0.2221615051293143,"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."}}