{"id":"W6938167627","doi":"10.60510/awfwi02583","title":"IGSN AWFWI02583 (EN22037-T17): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy); Yield (engineering); Sampling (signal processing)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008478606,0.001530317,0.001336771,0.008407013,0.001717991,0.001858407,0.002001391,0.001201436,0.108512],"category_scores_gemma":[0.002795011,0.0006922206,0.0006724987,0.01619211,0.0004817277,0.000773928,0.002342235,0.0006967988,0.1130223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043982,"about_ca_system_score_gemma":0.006176226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1764104,"about_ca_topic_score_gemma":0.255368,"domain_scores_codex":[0.9989673,0.00004057774,0.0001128697,0.0003465396,0.0002495942,0.0002830851],"domain_scores_gemma":[0.9978352,0.0001495999,0.000206605,0.0005373789,0.000997122,0.0002740034],"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":[0.000473003,0.00005083695,0.01514898,0.001664487,0.000125368,0.0002162072,0.0008899197,0.000254097,0.006704967,0.002050658,0.9362751,0.03614638],"study_design_scores_gemma":[0.00005255926,0.00001708645,0.05210156,0.0001837769,0.00008905078,0.0001508056,0.0004026073,0.00008790879,0.001257109,0.0005470758,0.945083,0.00002739928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002997426,0.0001015383,0.0006519796,0.00003054169,0.00002939315,0.00004752333,0.9865056,0.0007678326,0.008868195],"genre_scores_gemma":[0.002596897,0.00009678411,0.00120597,0.00003505749,0.000005866008,0.0001225363,0.9889389,0.000705164,0.006292747],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.891488,"threshold_uncertainty_score":0.363009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136071488030146,"score_gpt":0.2300361176829027,"score_spread":0.2086754028026013,"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."}}