{"id":"W6900357807","doi":"10.60510/awfwi02485","title":"IGSN AWFWI02485 (EN22030-T02): Individual Sample (Biology, plant - Picea mariana) from Peel River Watershed, 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); Quality (philosophy); Hydrology (agriculture); Period (music)","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":[0.0008566813,0.002842873,0.002695479,0.001809533,0.0003779619,0.0007170755,0.003285354,0.002976044,0.009988258],"category_scores_gemma":[0.0008747095,0.002711551,0.0008627549,0.001064813,0.001778487,0.0004148216,0.002118027,0.002392442,0.004487541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078907,"about_ca_system_score_gemma":0.0008852716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957972,"about_ca_topic_score_gemma":0.9891926,"domain_scores_codex":[0.989538,0.000643917,0.001682663,0.003859223,0.001466817,0.002809349],"domain_scores_gemma":[0.992597,0.001433724,0.001055278,0.003627295,0.0002040669,0.001082607],"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":[0.0001820223,0.000288701,0.009407279,0.0004036865,0.002782661,0.0005747006,0.003054268,0.000004292318,0.000005869781,0.0007673707,0.9819098,0.000619416],"study_design_scores_gemma":[0.001893497,0.0002168572,0.002952567,0.0006516626,0.001594316,0.0001227923,0.0004727303,0.00001436677,0.00007805786,0.004297625,0.9846811,0.003024463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000803806,0.004168913,0.0005438541,0.0003014281,0.00721089,0.001768669,0.9820375,0.002463386,0.0007015968],"genre_scores_gemma":[0.002930708,0.0002124136,0.008086515,0.000500399,0.007179664,0.0005912936,0.9736204,0.004361561,0.002517116],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008417126,"threshold_uncertainty_score":0.9999091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867392119755488,"score_gpt":0.251347673876662,"score_spread":0.2226737526791071,"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."}}