{"id":"W6938011335","doi":"10.60510/awfwi02862","title":"IGSN AWFWI02862 (EN22065-T14): Individual Sample (Biology, plant - Picea glauca) 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); Period (music); Quality (philosophy); 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":[0.0009356178,0.002092606,0.003012722,0.0009267133,0.0005394116,0.002478498,0.003462252,0.003149755,0.01884294],"category_scores_gemma":[0.001582914,0.003183541,0.0009949299,0.001335108,0.001138392,0.0003519375,0.001944173,0.002644763,0.006147248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395241,"about_ca_system_score_gemma":0.001374058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990383,"about_ca_topic_score_gemma":0.9997297,"domain_scores_codex":[0.9883544,0.0006959978,0.001976256,0.004291191,0.00162504,0.003057061],"domain_scores_gemma":[0.9922101,0.001633965,0.001366047,0.003359876,0.0002888012,0.001141158],"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":[0.00006020379,0.0004142348,0.02186434,0.0004133027,0.002479956,0.0006864484,0.0008581582,0.000005338726,0.000006208898,0.00006070292,0.9704145,0.002736655],"study_design_scores_gemma":[0.002046685,0.0002399163,0.003918989,0.0014076,0.001297362,0.0003599864,0.0006242712,0.00002372413,0.00001133854,0.00532079,0.9812917,0.003457636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01048459,0.01321157,0.0005678799,0.0000915079,0.003401878,0.002394789,0.9656558,0.003267612,0.0009243672],"genre_scores_gemma":[0.006340035,0.0003754268,0.003116347,0.0007308145,0.004062644,0.0009182197,0.9707759,0.006018024,0.007662604],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01794535,"threshold_uncertainty_score":0.9996562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975855161654869,"score_gpt":0.2424119313973182,"score_spread":0.2226533797807695,"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."}}