{"id":"W6975602968","doi":"10.60510/awfwi02593","title":"IGSN AWFWI02593 (EN22037-T27): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","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":["insufficient_payload"],"category_scores_codex":[0.0003415286,0.001202785,0.001236688,0.0009485738,0.00033336,0.0004388326,0.001451008,0.001312109,0.01790028],"category_scores_gemma":[0.0003009857,0.001168656,0.0003366294,0.0001334143,0.001096437,0.0001761547,0.0008885579,0.001433054,0.0009182066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530555,"about_ca_system_score_gemma":0.0001316051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7709693,"about_ca_topic_score_gemma":0.6618382,"domain_scores_codex":[0.9955699,0.0001547813,0.0008228276,0.001730576,0.0004967276,0.001225201],"domain_scores_gemma":[0.996895,0.000628445,0.0006094576,0.00158504,0.00003201195,0.0002501067],"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":[0.00002470013,0.0000982397,0.0004302904,0.0001607897,0.0008837415,0.0001149957,0.003963727,0.000001685691,0.000001457529,0.03937428,0.9537973,0.001148812],"study_design_scores_gemma":[0.0005820836,0.0001481595,0.0002415317,0.0003498611,0.0004976716,0.00001842266,0.002294776,0.00001553714,0.00001785835,0.009380419,0.9851931,0.00126061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008241957,0.008218454,0.0004460041,0.000523712,0.003009234,0.00081548,0.9792272,0.001739112,0.005196604],"genre_scores_gemma":[0.007194352,0.0003544555,0.001271073,0.0008947188,0.003307875,0.000300499,0.9732013,0.001011696,0.01246402],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1091311,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489588687400104,"score_gpt":0.2323170966570826,"score_spread":0.1974212097830816,"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."}}