{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000279437,0.0008041058,0.0008365668,0.0001487368,0.0002397797,0.0003097966,0.001028727,0.001062481,0.05399597],"category_scores_gemma":[0.0005820461,0.0003897122,0.0003914039,0.0004608372,0.00005874248,0.0001255612,0.0004117644,0.0008755821,0.001743227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149781,"about_ca_system_score_gemma":0.00006403653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9432279,"about_ca_topic_score_gemma":0.7615349,"domain_scores_codex":[0.9966266,0.0002155682,0.0005995928,0.001271397,0.0004059444,0.0008809094],"domain_scores_gemma":[0.9950399,0.003842731,0.0003419097,0.000358457,0.00005957326,0.000357422],"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":[0.00004575025,0.00009064988,0.001682267,0.00005152293,0.0003259645,0.00005193681,0.0001549525,8.221685e-7,0.00006988105,0.001398688,0.992132,0.00399556],"study_design_scores_gemma":[0.00009639916,0.0001681322,0.0005270899,0.0003242813,0.0002352757,0.00005062893,0.0002960055,0.0000204177,0.00005203909,0.004484275,0.9929085,0.0008369664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001596263,0.005501222,0.0001032364,0.0008185339,0.002812198,0.0005927844,0.9850311,0.000543767,0.00300085],"genre_scores_gemma":[0.002880126,0.001880107,0.0005968496,0.0008678871,0.003317543,0.0001371157,0.9868358,0.0000566581,0.003427963],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.181693,"threshold_uncertainty_score":0.9998555,"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."}}