{"id":"W6975801521","doi":"10.60510/awfwi02337","title":"IGSN AWFWI02337 (EN22015-T02): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Anderson 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":"Sample (material); Delta; Hydrology (agriculture); Vegetation (pathology); 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":[0.0009900281,0.002951744,0.002828817,0.001892592,0.0004523508,0.0008277405,0.003350929,0.003334338,0.009069022],"category_scores_gemma":[0.001311798,0.002990703,0.0008274324,0.001284462,0.001300765,0.0003912079,0.001657157,0.002606766,0.001858408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230386,"about_ca_system_score_gemma":0.001273439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970909,"about_ca_topic_score_gemma":0.9979371,"domain_scores_codex":[0.9892086,0.0006624265,0.001790938,0.003879139,0.001550198,0.002908706],"domain_scores_gemma":[0.9914356,0.002189301,0.001324526,0.003625728,0.0001978453,0.001227038],"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":[0.0002413991,0.0002941437,0.007393511,0.0004493059,0.002772744,0.0005114493,0.001641241,0.000004743641,0.000002318927,0.0009319461,0.9849124,0.0008448114],"study_design_scores_gemma":[0.002265784,0.0002685279,0.001631984,0.000910766,0.001596001,0.0001441657,0.0007404027,0.00003277984,0.00005778964,0.003880417,0.9853397,0.003131663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000531127,0.007581902,0.0009087162,0.0003435005,0.007172867,0.001911942,0.978389,0.002693977,0.0004669584],"genre_scores_gemma":[0.003510293,0.0003204381,0.005133632,0.0005611063,0.007066486,0.0006150705,0.9774869,0.004564789,0.0007412713],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007261463,"threshold_uncertainty_score":0.9996943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345104371800497,"score_gpt":0.2627627761882889,"score_spread":0.2293117324702839,"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."}}