{"id":"W6900649417","doi":"10.60510/awfwi02480","title":"IGSN AWFWI02480 (EN22029-T03): 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":[0.0008353391,0.002813407,0.002678663,0.001791204,0.0003680628,0.0007169112,0.003253635,0.002892816,0.01106287],"category_scores_gemma":[0.0008727432,0.002690646,0.0008589625,0.00111544,0.001704457,0.0004048266,0.002208136,0.002386644,0.004679849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058492,"about_ca_system_score_gemma":0.0009148191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995654,"about_ca_topic_score_gemma":0.9891102,"domain_scores_codex":[0.9895888,0.0006392822,0.001671808,0.003862651,0.001464187,0.002773299],"domain_scores_gemma":[0.992698,0.001407398,0.001031082,0.003586538,0.0002042274,0.001072725],"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":[0.0001752162,0.0002809665,0.01067803,0.0004133432,0.002780478,0.0005948715,0.002985225,0.00000414721,0.000005800919,0.0006871119,0.9807969,0.0005979204],"study_design_scores_gemma":[0.001853371,0.0002119878,0.002902481,0.0006618837,0.00161431,0.0001214379,0.0005194072,0.00001457186,0.00007679973,0.003870566,0.9851663,0.002986915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008158908,0.004337435,0.000429255,0.0003115596,0.007219226,0.00173809,0.9820536,0.002419093,0.0006757979],"genre_scores_gemma":[0.003050228,0.000218081,0.00725402,0.0004974493,0.007232539,0.0005966434,0.9740821,0.004340827,0.002728169],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007971609,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276625985315392,"score_gpt":0.250400437517424,"score_spread":0.2227378389858848,"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."}}