{"id":"W6975472902","doi":"10.60510/awfwi02667","title":"IGSN AWFWI02667 (EN22047-T03): Individual Sample (Biology, plant - Salix sp.) from Ogilvie Mountains, Yukon, 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); Class (philosophy); Decantation; 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":[0.00135298,0.003198671,0.003281017,0.002304194,0.0003583065,0.0007107071,0.003748279,0.003435627,0.01467686],"category_scores_gemma":[0.00231548,0.003149492,0.001067706,0.001559972,0.001392106,0.0003388771,0.002218148,0.002731662,0.01144137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375778,"about_ca_system_score_gemma":0.001281547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589456,"about_ca_topic_score_gemma":0.8615166,"domain_scores_codex":[0.9878451,0.0008534298,0.002137798,0.004328934,0.001631269,0.003203434],"domain_scores_gemma":[0.9904475,0.002392946,0.001455177,0.004325456,0.0002127406,0.001166159],"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":[0.0001417411,0.000341096,0.001261812,0.0004727112,0.002473633,0.0003727933,0.00124758,0.00001143324,0.00001221209,0.002953393,0.9898959,0.0008157345],"study_design_scores_gemma":[0.00175551,0.000239139,0.0004653553,0.001119359,0.001412679,0.0001377075,0.0005447887,0.00003260643,0.0001459486,0.01209523,0.978703,0.003348676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000457186,0.01845652,0.001261088,0.0002819731,0.004536308,0.002236486,0.9667091,0.003883225,0.002178066],"genre_scores_gemma":[0.002807604,0.0006361195,0.007581036,0.001108221,0.004888507,0.0007616914,0.9735259,0.006349276,0.002341581],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09742905,"threshold_uncertainty_score":0.9995691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848837653519405,"score_gpt":0.2822479853561048,"score_spread":0.2437596088209108,"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."}}