{"id":"W6919128696","doi":"10.60510/awfwi02921","title":"IGSN AWFWI02921 (EN22071-T01): Individual Sample (Biology, plant - Populus balsamifera) from Fort Nelson River lowlands, 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); Vegetation (pathology); Hydrology (agriculture); Dendrochronology","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":[0.0009987946,0.002002004,0.003177004,0.000952396,0.0004755591,0.002178968,0.002814968,0.003197739,0.02419883],"category_scores_gemma":[0.001583754,0.002930966,0.001061694,0.001201099,0.001387405,0.000411453,0.001791594,0.002325433,0.003504599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000925229,"about_ca_system_score_gemma":0.0008680435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980747,"about_ca_topic_score_gemma":0.9959334,"domain_scores_codex":[0.9888408,0.000623691,0.00189614,0.004112847,0.001518,0.003008563],"domain_scores_gemma":[0.9931818,0.001325624,0.001174364,0.002941473,0.0002326035,0.00114409],"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":[0.00007831529,0.0003700937,0.02167923,0.0003698227,0.002013954,0.0008608355,0.0006390707,0.000003172779,0.000002427199,0.0001039683,0.9713625,0.002516642],"study_design_scores_gemma":[0.002685454,0.000272647,0.008621629,0.001608337,0.001385492,0.0004465229,0.0002574401,0.00005932847,0.00001338132,0.009371837,0.9720179,0.003260044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006836728,0.01056408,0.0006883629,0.00007449872,0.004929363,0.002381321,0.9707129,0.002693268,0.001119452],"genre_scores_gemma":[0.01134174,0.0005505696,0.004759843,0.0007202691,0.003906498,0.0007387337,0.9662127,0.004791154,0.006978514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02069423,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259111986547727,"score_gpt":0.2519165312005536,"score_spread":0.2260053325457809,"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."}}