{"id":"W6957005337","doi":"10.60510/awfwi02249","title":"IGSN AWFWI02249 (EN22009-T02): 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":"Phase-change materials and chalcogenides","field":"Materials Science","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006001457,0.001289379,0.001479391,0.0004840393,0.0002916427,0.0007261993,0.001637651,0.001295882,0.01380057],"category_scores_gemma":[0.0003466324,0.001186734,0.0003234254,0.000305802,0.0005404262,0.00021744,0.0008636352,0.000528108,0.0002570748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260219,"about_ca_system_score_gemma":0.0003623743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9810808,"about_ca_topic_score_gemma":0.9714538,"domain_scores_codex":[0.9946918,0.0002911313,0.0009727162,0.001923831,0.0006772395,0.001443206],"domain_scores_gemma":[0.9966699,0.0006589275,0.0006253395,0.001459459,0.00007975744,0.0005066265],"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":[0.0001488721,0.0001806275,0.0004460922,0.0004733215,0.0004324333,0.0003035555,0.001408769,0.000001644578,0.0005720608,0.0006208821,0.9948331,0.0005786273],"study_design_scores_gemma":[0.0009761686,0.0001963659,0.0001838741,0.0005119451,0.0004922046,0.00007144807,0.0004006666,0.000009082903,0.005279511,0.004305396,0.9860817,0.001491626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009531901,0.004594265,0.0006702988,0.0002922475,0.007871881,0.0007766623,0.9753048,0.0008000231,0.0001578827],"genre_scores_gemma":[0.0160517,0.0003855521,0.002973522,0.0005569416,0.005269234,0.0002954384,0.9734043,0.0007563191,0.0003069729],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0135435,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772041298170596,"score_gpt":0.2612374199380162,"score_spread":0.2235170069563102,"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."}}