{"id":"W6938334347","doi":"10.60510/awfwi03742","title":"IGSN AWFWI03742 (EN22069-TG21): Individual Sample (Biology, leaf for DNA analyses) of sample EN22069-T21 from Fort Nelson - T8 Area East, 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); DNA; Sample size determination; Sampling (signal processing)","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"],"category_scores_codex":[0.001782474,0.002472588,0.005423429,0.001728406,0.0005142643,0.001434059,0.003750496,0.003360801,0.01840704],"category_scores_gemma":[0.006678208,0.003609339,0.002561957,0.002351334,0.001814803,0.0005164892,0.00172249,0.001819289,0.0005083592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009510941,"about_ca_system_score_gemma":0.001579577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947649,"about_ca_topic_score_gemma":0.992946,"domain_scores_codex":[0.9855543,0.0006547731,0.003688677,0.004869643,0.001774178,0.003458365],"domain_scores_gemma":[0.9861794,0.00465893,0.00301068,0.004203191,0.000746702,0.001201087],"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":[0.0001797632,0.0006987429,0.006127285,0.001147443,0.005025199,0.00008491277,0.0007694517,0.00002723044,0.00006798153,0.0001367524,0.9805971,0.005138128],"study_design_scores_gemma":[0.003892211,0.0006629151,0.002014819,0.001894247,0.004165537,0.0001115387,0.001025219,0.0001411661,0.0003164539,0.01528841,0.9668672,0.003620287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004394557,0.008513191,0.0150568,0.00009094545,0.002529686,0.004619276,0.9622539,0.001742928,0.0007987631],"genre_scores_gemma":[0.01920273,0.0002685595,0.02633858,0.0004050823,0.002786238,0.00206923,0.9408285,0.005078722,0.003022347],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02142535,"threshold_uncertainty_score":0.9996026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08348512943243953,"score_gpt":0.3168440722023397,"score_spread":0.2333589427699002,"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."}}