{"id":"W6976217425","doi":"10.60510/awfwi02581","title":"IGSN AWFWI02581 (EN22037-T15): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, 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); Yield (engineering); Sampling (signal processing)","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":[0.00132667,0.00289686,0.002955987,0.002385526,0.0003495048,0.000706804,0.003363262,0.003280377,0.01901832],"category_scores_gemma":[0.001852743,0.002919561,0.0009382982,0.001516936,0.0009861924,0.0003377509,0.002019067,0.002647026,0.007363357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325114,"about_ca_system_score_gemma":0.001071084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753709,"about_ca_topic_score_gemma":0.9222931,"domain_scores_codex":[0.9887725,0.0008295673,0.001817031,0.004075153,0.001571254,0.002934522],"domain_scores_gemma":[0.9914292,0.002017236,0.001376342,0.00389835,0.0002063189,0.001072529],"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":[0.0001656753,0.0002962193,0.0009869609,0.0004014299,0.002679365,0.0003382687,0.001254524,0.000007194562,0.000008868428,0.003066384,0.9897746,0.001020483],"study_design_scores_gemma":[0.00178368,0.000223502,0.0005525818,0.0008356504,0.001477199,0.000105383,0.0005927416,0.00005156699,0.00009252536,0.009871791,0.9813728,0.003040624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003396199,0.01236773,0.001509063,0.0004593356,0.00432065,0.002124438,0.973789,0.003115443,0.001974709],"genre_scores_gemma":[0.002089776,0.0004424564,0.006727719,0.00116061,0.004104772,0.0007866746,0.9768903,0.005290037,0.0025077],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05307781,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162142736054252,"score_gpt":0.2729041514735959,"score_spread":0.2412827241130533,"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."}}