{"id":"W6975313935","doi":"10.60510/awfwi02412","title":"IGSN AWFWI02412 (EN22021-T09): Individual Sample (Biology, plant - Picea glauca) from Mackenzie Delta (Peel 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":[0.001025904,0.003305968,0.003135655,0.001991795,0.000477366,0.0009018286,0.004016099,0.003415204,0.01007904],"category_scores_gemma":[0.001734077,0.00336164,0.0009656167,0.001574189,0.001515472,0.000417415,0.00227547,0.003007786,0.002583672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254787,"about_ca_system_score_gemma":0.001612786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963998,"about_ca_topic_score_gemma":0.9970977,"domain_scores_codex":[0.9877713,0.0007042408,0.002219908,0.004354367,0.001735184,0.003214952],"domain_scores_gemma":[0.990051,0.002634578,0.001425222,0.004277182,0.000254868,0.001357093],"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":[0.0002171381,0.0004155008,0.00942557,0.0005154574,0.002778209,0.0005779893,0.001549281,0.000004350677,0.000005196193,0.001163471,0.9825901,0.0007576772],"study_design_scores_gemma":[0.002043432,0.0002796972,0.001806865,0.001109473,0.001603066,0.0001840429,0.0005262946,0.00002678061,0.00009000439,0.003720689,0.9851276,0.003482097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001306457,0.01016137,0.0006939436,0.0002407894,0.008726925,0.002026719,0.9734541,0.002986769,0.0004029775],"genre_scores_gemma":[0.003460119,0.0003226719,0.007167551,0.0005963974,0.008681434,0.0008830083,0.9726929,0.005288138,0.0009077887],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009838697,"threshold_uncertainty_score":0.9992923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015781482240813,"score_gpt":0.2659223362776421,"score_spread":0.235764521455234,"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."}}