{"id":"W6919292099","doi":"10.60510/awfwi02375","title":"IGSN AWFWI02375 (EN22018-T22): Individual Sample (Biology, plant - Salix sp.) 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; Vegetation (pathology); Hydrology (agriculture)","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":[0.0009941716,0.00311532,0.002954,0.001930533,0.0004450639,0.0008545805,0.003428043,0.003342506,0.00888717],"category_scores_gemma":[0.001519741,0.003118414,0.0008996791,0.001310909,0.001464503,0.0004034335,0.001650143,0.0025801,0.002287268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283278,"about_ca_system_score_gemma":0.001340914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970002,"about_ca_topic_score_gemma":0.9970803,"domain_scores_codex":[0.9887326,0.0006670565,0.001944949,0.004001258,0.001604428,0.003049673],"domain_scores_gemma":[0.9912289,0.002219015,0.001386356,0.003695501,0.0002143303,0.001255865],"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":[0.0002439369,0.0003265686,0.008154489,0.0004660685,0.002482606,0.000449466,0.002060473,0.000005556165,0.000003188552,0.0008115909,0.9844202,0.0005758409],"study_design_scores_gemma":[0.00222526,0.0003033778,0.001420448,0.001131827,0.001438133,0.0001647198,0.0006851936,0.00002764998,0.0001137914,0.003799058,0.985395,0.003295531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008104832,0.009149199,0.0008897927,0.0002373747,0.007360694,0.001940113,0.9761985,0.003056633,0.0003572171],"genre_scores_gemma":[0.004566737,0.0003648541,0.005172781,0.000545498,0.007658509,0.0006296795,0.9754731,0.005067774,0.000521079],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008784345,"threshold_uncertainty_score":0.999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469888627308188,"score_gpt":0.2683061403795894,"score_spread":0.2336072541065076,"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."}}