{"id":"W6900720216","doi":"10.60510/awfwi02578","title":"IGSN AWFWI02578 (EN22037-T12): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, 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); Quality (philosophy); Yield (engineering); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001368039,0.002914918,0.003019442,0.002393017,0.0003490205,0.0007120412,0.003381772,0.00331506,0.01528279],"category_scores_gemma":[0.001823907,0.002932036,0.0009403086,0.00151098,0.0009672929,0.0003397001,0.002015367,0.002647237,0.009522362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348149,"about_ca_system_score_gemma":0.001079953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638246,"about_ca_topic_score_gemma":0.8898238,"domain_scores_codex":[0.9886277,0.0008579045,0.001863339,0.004117965,0.001597291,0.002935774],"domain_scores_gemma":[0.9913025,0.00206274,0.001419233,0.003934975,0.0002074167,0.001073149],"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":[0.0001642814,0.000291889,0.001154932,0.0004758456,0.002720253,0.0003364117,0.001240973,0.00000683939,0.00001342453,0.002663839,0.9899433,0.0009879677],"study_design_scores_gemma":[0.001808411,0.0002216888,0.0006683962,0.0009004723,0.001526407,0.0001042253,0.0006056462,0.00005027149,0.00009280418,0.007897616,0.9830635,0.003060615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004118164,0.01341233,0.001657593,0.0003742877,0.004474118,0.002198734,0.972059,0.003159968,0.002252117],"genre_scores_gemma":[0.002246888,0.0004621348,0.006550734,0.0009466482,0.004740825,0.0008084274,0.9754376,0.005282692,0.003524009],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07400084,"threshold_uncertainty_score":0.9996537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157388385984006,"score_gpt":0.272883184568436,"score_spread":0.2413093007085959,"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."}}