{"id":"W6938236098","doi":"10.60510/awfwi02220","title":"IGSN AWFWI02220 (EN22006-T15): Individual Sample (Biology, plant - Betula glandulosa) 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":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086385,0.001618544,0.001282038,0.008237719,0.001759519,0.001845348,0.002494729,0.001307808,0.1932716],"category_scores_gemma":[0.003600439,0.0009901418,0.00061349,0.01715405,0.0004528538,0.0008518026,0.001842225,0.0009192965,0.1725216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002892,"about_ca_system_score_gemma":0.006993801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3240589,"about_ca_topic_score_gemma":0.4250359,"domain_scores_codex":[0.9990473,0.00005379822,0.00009805388,0.0002632578,0.0002839628,0.0002536078],"domain_scores_gemma":[0.9975424,0.0002690324,0.0002587405,0.0005372125,0.00103693,0.0003557257],"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":[0.00007635026,0.00001874893,0.002551814,0.000391391,0.00002262157,0.00003647662,0.0001777357,0.00009034131,0.0004578299,0.0005250615,0.988226,0.00742561],"study_design_scores_gemma":[0.00005957673,0.000009801763,0.02433571,0.0002208269,0.00003570929,0.00005998018,0.0001902026,0.0000635352,0.0004391017,0.0004328407,0.9741328,0.00001981633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004504361,0.00003436947,0.0001776109,0.00001950576,0.00001910562,0.00002287433,0.9937382,0.0002711493,0.005266724],"genre_scores_gemma":[0.0007301818,0.00006491935,0.0007205715,0.00004156558,0.000008504187,0.0001354585,0.99048,0.0004123773,0.007406302],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3240589,"threshold_uncertainty_score":0.6465579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848974892000403,"score_gpt":0.2647277385511622,"score_spread":0.2362379896311582,"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."}}