{"id":"W6900788491","doi":"10.60510/awfwi02248","title":"IGSN AWFWI02248 (EN22009-T01): 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":[0.0009813723,0.002965307,0.002821587,0.001927395,0.0004651434,0.0008206379,0.003316598,0.003263688,0.01128826],"category_scores_gemma":[0.001331826,0.003029137,0.00084153,0.001361756,0.001286578,0.0003827382,0.001607418,0.00264682,0.001558967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249284,"about_ca_system_score_gemma":0.00126733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972681,"about_ca_topic_score_gemma":0.9976535,"domain_scores_codex":[0.9891152,0.0006830773,0.001806082,0.003919509,0.001535857,0.002940224],"domain_scores_gemma":[0.991579,0.002160016,0.001313429,0.00356281,0.0001872432,0.001197516],"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":[0.0002518518,0.0003142573,0.007212709,0.0004368706,0.002676513,0.0005642442,0.001332124,0.000005426131,0.000002196316,0.001163188,0.9851304,0.0009102234],"study_design_scores_gemma":[0.002270139,0.000278045,0.001611402,0.0009030783,0.001584036,0.000157674,0.0006274618,0.00003410837,0.00006191152,0.004235982,0.9850861,0.00315008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005023527,0.007831807,0.0009504143,0.0002930992,0.006675035,0.001915262,0.9786306,0.002642262,0.0005591564],"genre_scores_gemma":[0.003400171,0.0003148969,0.005533619,0.0006256605,0.006789252,0.00055986,0.977521,0.0044863,0.0007692156],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009729297,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313539791588627,"score_gpt":0.2603395476551624,"score_spread":0.2289855684962997,"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."}}