{"id":"W6975929558","doi":"10.60510/awfwi02295","title":"IGSN AWFWI02295 (EN22011-T18): Individual Sample (Biology, plant - Picea mariana) 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; Hydrology (agriculture); Vegetation (pathology); 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":[],"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":[0.00095074,0.002945762,0.002803379,0.001875646,0.0004622571,0.0007975427,0.00335916,0.003268014,0.01161215],"category_scores_gemma":[0.001223723,0.002989119,0.0008402686,0.001216549,0.001294097,0.0003900556,0.001687074,0.002626118,0.001837488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169079,"about_ca_system_score_gemma":0.001236063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972082,"about_ca_topic_score_gemma":0.9978459,"domain_scores_codex":[0.989257,0.0006638178,0.001784084,0.003882342,0.001520619,0.002892104],"domain_scores_gemma":[0.9915016,0.002123405,0.001330936,0.003660671,0.0001881309,0.001195253],"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":[0.0002427825,0.0003065519,0.007709756,0.0004460593,0.002783785,0.00051628,0.001687786,0.000004671442,0.000002480122,0.001015322,0.9845495,0.0007350565],"study_design_scores_gemma":[0.002234458,0.0002723157,0.001616918,0.0008560517,0.001608263,0.0001518872,0.0007319899,0.00003505651,0.00005972146,0.003727945,0.985588,0.003117373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005398301,0.007516904,0.0009862171,0.0003101116,0.007011251,0.001905159,0.9786677,0.002598083,0.0004647583],"genre_scores_gemma":[0.00344022,0.0003143443,0.005419408,0.000588734,0.006603804,0.0006330892,0.9777686,0.004500269,0.0007315344],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009774663,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272759032932943,"score_gpt":0.2599720506639565,"score_spread":0.2272444603346271,"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."}}