{"id":"W6919267113","doi":"10.60510/awfwi02319","title":"IGSN AWFWI02319 (EN22012-T21): 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":[0.0009655643,0.002945644,0.002816638,0.001849127,0.0004430785,0.000813901,0.003328659,0.003338143,0.009759656],"category_scores_gemma":[0.001260902,0.002985977,0.0008397922,0.001265112,0.001269708,0.0004062226,0.001653774,0.00260086,0.001950431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181096,"about_ca_system_score_gemma":0.001220817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996563,"about_ca_topic_score_gemma":0.9974165,"domain_scores_codex":[0.9892666,0.0006600723,0.001782058,0.003829913,0.001523706,0.002937611],"domain_scores_gemma":[0.9914049,0.002268212,0.001322452,0.003613207,0.0001875599,0.001203656],"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":[0.0002348533,0.0003016435,0.00729549,0.0004573179,0.002825308,0.0005968602,0.001807723,0.000004506196,0.000002856111,0.0008958452,0.9848019,0.0007756816],"study_design_scores_gemma":[0.00223903,0.0002598678,0.001348771,0.0008500143,0.001626041,0.0001931421,0.0006144852,0.00003037714,0.00006726351,0.003343867,0.9862903,0.003136816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006124926,0.00678981,0.0008861007,0.0002900405,0.007249682,0.001924661,0.9791473,0.002622674,0.0004772147],"genre_scores_gemma":[0.00437527,0.0002910151,0.005118017,0.0005619057,0.007007994,0.0006094679,0.9767305,0.004545568,0.0007602727],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007809225,"threshold_uncertainty_score":0.9997002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289613765889215,"score_gpt":0.2617603797276334,"score_spread":0.2288642420687412,"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."}}