{"id":"W6938135946","doi":"10.60510/awfwi02276","title":"IGSN AWFWI02276 (EN22010-T07): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Caribou Hills), Northwest Territories, 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); Delta; Hydrology (agriculture); Vegetation (pathology); Quality (philosophy)","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":[0.001022374,0.003144612,0.003031982,0.001969763,0.0004552745,0.0009194884,0.004007835,0.003580075,0.0106592],"category_scores_gemma":[0.001644938,0.003194602,0.0009688437,0.001490537,0.001525945,0.0004104323,0.002374304,0.002880727,0.001194836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125851,"about_ca_system_score_gemma":0.001482818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992323,"about_ca_topic_score_gemma":0.9991259,"domain_scores_codex":[0.9883051,0.0006953476,0.002126681,0.004179979,0.001619941,0.003072946],"domain_scores_gemma":[0.9902773,0.002111379,0.001482037,0.004541983,0.0002643015,0.00132301],"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":[0.000165852,0.0003321405,0.00660299,0.0003983181,0.002865295,0.000490841,0.001011785,0.000004858767,0.000001719132,0.001460271,0.9856761,0.0009898724],"study_design_scores_gemma":[0.001876985,0.0002473212,0.002106684,0.0008375614,0.001862804,0.0001618619,0.0003312419,0.00002430929,0.00006590306,0.005345368,0.9838223,0.003317654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004432629,0.007967205,0.0005810761,0.0003825701,0.009755759,0.001995327,0.9758208,0.002810549,0.000243444],"genre_scores_gemma":[0.002298969,0.0003585717,0.006979161,0.00070348,0.007687622,0.000748035,0.9758794,0.004976855,0.0003679237],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009464364,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754934429163405,"score_gpt":0.2598211927312915,"score_spread":0.2322718484396574,"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."}}