{"id":"W6919214276","doi":"10.60510/awfwi02460","title":"IGSN AWFWI02460 (EN22025-T04): Individual Sample (Biology, plant - Picea mariana) 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":[0.001046125,0.003217279,0.003079664,0.002108448,0.0004701543,0.0009045143,0.004036359,0.003486222,0.01112045],"category_scores_gemma":[0.001756319,0.003289569,0.0009352076,0.001560591,0.001418006,0.000389336,0.002388353,0.002949007,0.002494673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254826,"about_ca_system_score_gemma":0.001606047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970527,"about_ca_topic_score_gemma":0.9975727,"domain_scores_codex":[0.9881048,0.0006985552,0.002119395,0.004299238,0.001659085,0.003118905],"domain_scores_gemma":[0.9902278,0.002575135,0.001390019,0.004265726,0.0002358097,0.001305559],"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":[0.0002210553,0.0003442495,0.006879875,0.0004988849,0.003048838,0.0006829447,0.001097801,0.000007143579,0.000002263835,0.001643146,0.9846553,0.0009185607],"study_design_scores_gemma":[0.002050627,0.0002488261,0.00176321,0.001007582,0.001734528,0.0001605052,0.000472662,0.00004343143,0.00005117041,0.005023573,0.9840742,0.00336971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003431778,0.008199894,0.0009347053,0.0003333079,0.008225605,0.002068591,0.9762894,0.002911441,0.0006938973],"genre_scores_gemma":[0.001656942,0.0003229185,0.009113226,0.0006702862,0.007835831,0.0008245286,0.9734421,0.005001312,0.001132789],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008625778,"threshold_uncertainty_score":0.9993512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901692443333511,"score_gpt":0.2613302033878123,"score_spread":0.2323132789544772,"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."}}