{"id":"W6976151919","doi":"10.60510/awfwi02345","title":"IGSN AWFWI02345 (EN22016-T04): Individual Sample (Biology, plant - Larix laricina) 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":"Delta; Sample (material); Vegetation (pathology); Hydrology (agriculture); Larch","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":[0.001026837,0.002926986,0.00286993,0.001899965,0.0004812583,0.0007583146,0.003210342,0.003530835,0.006957577],"category_scores_gemma":[0.001349783,0.002879807,0.0008217287,0.001370878,0.001220573,0.0003818845,0.001656487,0.002896594,0.00182641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145754,"about_ca_system_score_gemma":0.001175059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968361,"about_ca_topic_score_gemma":0.997103,"domain_scores_codex":[0.9893939,0.0006614574,0.001664004,0.00378997,0.001542222,0.002948433],"domain_scores_gemma":[0.9917689,0.002181053,0.00128371,0.003478648,0.0002091983,0.001078497],"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":[0.0002066998,0.0003708684,0.00761332,0.0004468041,0.002439215,0.0004324313,0.001768239,0.000004721478,0.000002946218,0.001099451,0.9849434,0.0006719382],"study_design_scores_gemma":[0.002290929,0.0003200752,0.001356333,0.00101207,0.001559575,0.0001270569,0.0007213904,0.00003179421,0.0001007753,0.003170292,0.986239,0.003070721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006081984,0.008810224,0.001215613,0.0003265916,0.006009331,0.001856203,0.9779629,0.002799426,0.0004115724],"genre_scores_gemma":[0.003810461,0.0003453289,0.005479164,0.0005583343,0.005798948,0.0005429069,0.9782529,0.004455063,0.0007568595],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008464895,"threshold_uncertainty_score":0.9994038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241987545688175,"score_gpt":0.2666521684895013,"score_spread":0.2342322930326196,"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."}}