{"id":"W6975323593","doi":"10.60510/awfwi02356","title":"IGSN AWFWI02356 (EN22018-T03): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Anderson Plain), 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":[0.0009678229,0.00295621,0.002809266,0.001901473,0.0004632654,0.0008274927,0.003363295,0.003343344,0.00976161],"category_scores_gemma":[0.001342639,0.002994841,0.0008430782,0.001301935,0.001335595,0.0003885051,0.001681284,0.002572934,0.001908137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308653,"about_ca_system_score_gemma":0.001246965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971752,"about_ca_topic_score_gemma":0.9979823,"domain_scores_codex":[0.989197,0.0006556947,0.001793837,0.003904474,0.00152653,0.002922426],"domain_scores_gemma":[0.9914024,0.002197474,0.001347354,0.003652645,0.0001940261,0.001206102],"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":[0.0002412262,0.0002959614,0.006853372,0.0004542689,0.002831101,0.0004891698,0.001614575,0.000004153461,0.000002485595,0.00106248,0.9853737,0.0007775361],"study_design_scores_gemma":[0.002238426,0.0002803787,0.001532199,0.0009306531,0.001620884,0.0001468112,0.0007583796,0.0000315515,0.00006024384,0.003852634,0.9854151,0.003132723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005009836,0.006981432,0.000962681,0.0003286009,0.007318924,0.00191496,0.9788046,0.002649893,0.0005378686],"genre_scores_gemma":[0.003293087,0.0003101687,0.005510029,0.0005777425,0.007223654,0.0006150632,0.9771422,0.004551425,0.0007766403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007853473,"threshold_uncertainty_score":0.9997281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266830797078399,"score_gpt":0.2618290754617213,"score_spread":0.2291607674909373,"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."}}