{"id":"W6956797995","doi":"10.60510/awfwi02478","title":"IGSN AWFWI02478 (EN22029-T01): Individual Sample (Biology, plant - Picea mariana) from Peel River Watershed, 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); Quality (philosophy); Hydrology (agriculture); Period (music)","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":[0.0008584847,0.002812082,0.002675606,0.001791743,0.0003689669,0.0007171283,0.003254571,0.00289053,0.01155296],"category_scores_gemma":[0.000899244,0.002689553,0.0008653511,0.001098917,0.001744462,0.0004043707,0.002207059,0.002384848,0.004751966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062737,"about_ca_system_score_gemma":0.0008959585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954749,"about_ca_topic_score_gemma":0.9888392,"domain_scores_codex":[0.9895859,0.000655151,0.001671142,0.003861388,0.001454186,0.002772172],"domain_scores_gemma":[0.9926636,0.001452571,0.00103031,0.003583326,0.0002011392,0.00106907],"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":[0.0001848651,0.0002811118,0.00978577,0.0004136496,0.002813544,0.0005958566,0.00298185,0.000004155507,0.000005567842,0.0008554076,0.9814667,0.0006115061],"study_design_scores_gemma":[0.001850896,0.0002126195,0.002836128,0.0006612896,0.001612284,0.0001213457,0.0005124171,0.00001427838,0.00007302746,0.004653588,0.9844678,0.002984332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007756371,0.004247643,0.0004960681,0.0003106071,0.007153008,0.001736255,0.9821532,0.002405909,0.0007217229],"genre_scores_gemma":[0.003145454,0.00021152,0.007120665,0.0004984573,0.007217268,0.0005960506,0.9741191,0.004306775,0.002784746],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008034086,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770765586312591,"score_gpt":0.2504297841634026,"score_spread":0.2227221283002767,"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."}}