{"id":"W6919255314","doi":"10.60510/awfwi02326","title":"IGSN AWFWI02326 (EN22013-T03): 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":[0.0009217837,0.002970652,0.002823175,0.001904913,0.0004612283,0.0008461496,0.003364863,0.00331339,0.01018023],"category_scores_gemma":[0.001340971,0.003007502,0.000834776,0.001291069,0.001299909,0.0003949004,0.001673272,0.002641719,0.001916321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144596,"about_ca_system_score_gemma":0.001228515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972733,"about_ca_topic_score_gemma":0.9978507,"domain_scores_codex":[0.9891632,0.0006611316,0.001796564,0.003921316,0.001530747,0.002927],"domain_scores_gemma":[0.9913859,0.002235091,0.001327329,0.003644653,0.0001932868,0.001213755],"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":[0.000227718,0.0002966449,0.006171386,0.0004507329,0.002684456,0.0005194039,0.001510743,0.00000479946,0.000002658841,0.0009072407,0.9864589,0.00076532],"study_design_scores_gemma":[0.002227178,0.0002718796,0.001286037,0.0009067821,0.001574714,0.0001524361,0.0006905518,0.00003572023,0.00006729754,0.003316456,0.9863421,0.003128806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005302107,0.007055301,0.0008767603,0.000357754,0.007273441,0.001968756,0.9788043,0.002660149,0.0004732894],"genre_scores_gemma":[0.003360382,0.000328885,0.005146015,0.0006041934,0.006857712,0.0006544123,0.9776925,0.004566845,0.0007890143],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008263907,"threshold_uncertainty_score":0.9996592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240472612748207,"score_gpt":0.2605363846160295,"score_spread":0.2281316584885474,"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."}}