{"id":"W6975729699","doi":"10.60510/awfwi02420","title":"IGSN AWFWI02420 (EN22021-T17): 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":[0.001039778,0.003208214,0.003086695,0.002006803,0.0004628317,0.0009043022,0.003967917,0.003457229,0.01194286],"category_scores_gemma":[0.001798833,0.003282815,0.0009413288,0.001569236,0.001408701,0.0003911856,0.002384264,0.002942421,0.002425239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223382,"about_ca_system_score_gemma":0.001549051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976707,"about_ca_topic_score_gemma":0.9980828,"domain_scores_codex":[0.9880821,0.0007172857,0.00211252,0.004315431,0.001669129,0.003103582],"domain_scores_gemma":[0.9902341,0.002564367,0.001389869,0.00424161,0.0002382274,0.001331843],"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":[0.0002219937,0.000351015,0.006959812,0.0004975403,0.003068337,0.0007295408,0.00118062,0.00000556607,0.000002934799,0.001649748,0.9844401,0.0008927964],"study_design_scores_gemma":[0.002035779,0.0002508739,0.001619738,0.0009907916,0.001700141,0.0001699987,0.0004548303,0.00003226441,0.00006504939,0.004429158,0.9848592,0.003392186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003977907,0.00835871,0.0007939718,0.0003986644,0.007973316,0.002031438,0.9767145,0.00276787,0.0005637243],"genre_scores_gemma":[0.002252575,0.0003229868,0.008092931,0.0006696775,0.008229167,0.0008157658,0.9734961,0.005128667,0.0009921077],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009517625,"threshold_uncertainty_score":0.9993578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946133231781163,"score_gpt":0.2605925301778267,"score_spread":0.2311311978600151,"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."}}