{"id":"W6975895803","doi":"10.60510/awfwi02937","title":"IGSN AWFWI02937 (EN22071-T18): Individual Sample (Biology, plant - Picea mariana) 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","insufficient_payload"],"category_scores_codex":[0.0009476591,0.001815894,0.002807972,0.0009103154,0.000424951,0.001982368,0.00275811,0.003128748,0.02664983],"category_scores_gemma":[0.001178751,0.002706599,0.0009579227,0.001147426,0.001361668,0.0003759966,0.001795088,0.002250505,0.003786223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008010348,"about_ca_system_score_gemma":0.0009277696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982315,"about_ca_topic_score_gemma":0.9967785,"domain_scores_codex":[0.989821,0.0005332683,0.001647469,0.003873128,0.001368675,0.002756494],"domain_scores_gemma":[0.9932712,0.001457369,0.001136375,0.002891733,0.0001925973,0.001050744],"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":[0.0000746631,0.0003009899,0.01625584,0.0003883381,0.002415641,0.0008631928,0.0006441699,0.000002441778,0.000001938005,0.0001072008,0.9761603,0.002785224],"study_design_scores_gemma":[0.002513622,0.0002373603,0.007054309,0.001374437,0.001566731,0.0003301273,0.0002478771,0.00004644206,0.000008402972,0.007250466,0.976433,0.002937245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002871199,0.007504364,0.0009634645,0.00008775955,0.004206963,0.002299031,0.9780064,0.002395991,0.001664804],"genre_scores_gemma":[0.004626787,0.0004528614,0.005741275,0.0006883777,0.003810744,0.000660038,0.9700618,0.004429017,0.009529135],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02286361,"threshold_uncertainty_score":0.9994586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353705383996779,"score_gpt":0.2419935374128135,"score_spread":0.2184564835728457,"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."}}