{"id":"W6938014708","doi":"10.60510/awfwi02265","title":"IGSN AWFWI02265 (EN22009-T18): 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":[0.0009660377,0.003127352,0.002965962,0.001946426,0.0004488847,0.0007827663,0.00332855,0.003265819,0.009673104],"category_scores_gemma":[0.001316298,0.003156011,0.0009027724,0.001379745,0.001385531,0.0003739476,0.001556508,0.002664755,0.001865918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328691,"about_ca_system_score_gemma":0.00134996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969775,"about_ca_topic_score_gemma":0.9969914,"domain_scores_codex":[0.988655,0.0006722037,0.001961898,0.004027047,0.001624084,0.003059709],"domain_scores_gemma":[0.9915282,0.002088058,0.001344971,0.003616386,0.0001933859,0.001229001],"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":[0.0002416547,0.0003502837,0.007230618,0.0004518123,0.002403258,0.0005203502,0.001982016,0.000007299603,0.000002943244,0.0008625546,0.9852524,0.0006948044],"study_design_scores_gemma":[0.00223236,0.0002971661,0.001216196,0.001080368,0.001409626,0.0001728999,0.0007209266,0.00003128784,0.0001147058,0.003856998,0.985549,0.003318406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007841511,0.009713136,0.0008573299,0.0002252227,0.006798711,0.001937589,0.9762619,0.003048624,0.0003733622],"genre_scores_gemma":[0.00509184,0.0003597469,0.0052588,0.0005846617,0.00714491,0.0006054392,0.9754847,0.00498781,0.0004821277],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009353389,"threshold_uncertainty_score":0.9996361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351845666802372,"score_gpt":0.2668707682756671,"score_spread":0.2333523116076434,"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."}}