{"id":"W6938150508","doi":"10.60510/awfwi02931","title":"IGSN AWFWI02931 (EN22071-T12): Individual Sample (Biology, plant - Picea glauca) 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); Hydrology (agriculture); Period (music); 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":[0.0009132824,0.001871404,0.002868161,0.0008894781,0.0004301957,0.001922686,0.002825196,0.003081919,0.02201167],"category_scores_gemma":[0.001154492,0.002773506,0.000994643,0.001161743,0.001453551,0.0003813724,0.001690751,0.002305822,0.003876255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000820986,"about_ca_system_score_gemma":0.0009624417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980213,"about_ca_topic_score_gemma":0.995226,"domain_scores_codex":[0.9895458,0.000520436,0.001732084,0.003932138,0.001431933,0.002837618],"domain_scores_gemma":[0.9933476,0.001507249,0.001155179,0.002869891,0.0002052742,0.000914743],"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":[0.00007213615,0.0003477511,0.01905434,0.0003929441,0.002155248,0.0006972731,0.0008703659,0.000001832662,0.000003524062,0.00006784998,0.9736857,0.002651074],"study_design_scores_gemma":[0.002501701,0.0002516735,0.007298266,0.001534443,0.001421396,0.0003547239,0.000261829,0.00004001973,0.00001218001,0.00630003,0.9770118,0.003011961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007925447,0.01173427,0.0007528404,0.00006339595,0.004480915,0.00231069,0.9690037,0.002614913,0.001113855],"genre_scores_gemma":[0.007610244,0.0005055696,0.004346778,0.0006097055,0.003385777,0.0007292045,0.969918,0.00451045,0.008384315],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01813542,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414306381161633,"score_gpt":0.2473405076699647,"score_spread":0.2231974438583484,"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."}}