{"id":"W6975558985","doi":"10.60510/awfwi02936","title":"IGSN AWFWI02936 (EN22071-T17): 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":[0.0009556672,0.001822184,0.002820549,0.0009121124,0.0004263992,0.001954,0.002803606,0.003138419,0.02911667],"category_scores_gemma":[0.001198391,0.002715525,0.000962653,0.001152731,0.001371265,0.0003753043,0.001808766,0.002257698,0.003790324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008159684,"about_ca_system_score_gemma":0.0009318571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983192,"about_ca_topic_score_gemma":0.997001,"domain_scores_codex":[0.9897652,0.0005359172,0.001662207,0.003886597,0.001378277,0.00277185],"domain_scores_gemma":[0.9932334,0.001485772,0.001135729,0.002896133,0.0001933084,0.00105562],"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":[0.00007385818,0.0003015854,0.0171748,0.0003893511,0.00239995,0.0008626223,0.000658554,0.000002441192,0.00000179377,0.0001035073,0.9753437,0.002687809],"study_design_scores_gemma":[0.002514764,0.0002336203,0.007375188,0.001384789,0.001551738,0.000335432,0.0002410883,0.00004525654,0.000007965066,0.007476807,0.9758875,0.00294585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002992514,0.007609265,0.0009093756,0.00009072207,0.004170383,0.002309659,0.9778116,0.002399499,0.001707032],"genre_scores_gemma":[0.004457458,0.0004849055,0.005848037,0.000692235,0.003820792,0.0006735658,0.9699512,0.004435229,0.009636621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02532635,"threshold_uncertainty_score":0.9994523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345632347608389,"score_gpt":0.2419792958195127,"score_spread":0.2185229723434288,"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."}}