{"id":"W6956829656","doi":"10.60510/awfwi02851","title":"IGSN AWFWI02851 (EN22065-T03): Individual Sample (Biology, plant - Pinus contorta) 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); Pinus <genus>; Scots pine; Vegetation (pathology)","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":[0.0008872339,0.00206543,0.003223295,0.0008143713,0.0004949109,0.00234609,0.003176829,0.002685881,0.01816638],"category_scores_gemma":[0.001737029,0.003143817,0.0009898102,0.001081193,0.001215294,0.000322574,0.00154521,0.002416281,0.0046724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418302,"about_ca_system_score_gemma":0.001379777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993641,"about_ca_topic_score_gemma":0.9998089,"domain_scores_codex":[0.9886258,0.0006584119,0.002046018,0.004135519,0.001571147,0.002963145],"domain_scores_gemma":[0.9923164,0.001556005,0.001459732,0.003181649,0.0003200994,0.001166092],"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":[0.00006576878,0.0003742402,0.01771298,0.0003541251,0.002790674,0.001116041,0.0008599939,0.000004358921,0.000003618581,0.00005532584,0.9749032,0.001759723],"study_design_scores_gemma":[0.002366958,0.0002635748,0.003426329,0.001410909,0.001278619,0.0004305949,0.0006688628,0.00002015956,0.0000100849,0.003167446,0.9835926,0.003363904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005805652,0.01610146,0.0003806272,0.0000668235,0.00369326,0.002597878,0.9670079,0.003165712,0.001180705],"genre_scores_gemma":[0.01136756,0.0003802338,0.001946114,0.000697803,0.003851207,0.001020527,0.967962,0.00568083,0.007093691],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01572123,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102886485420904,"score_gpt":0.2439802340193176,"score_spread":0.2229513691651085,"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."}}