{"id":"W6900527276","doi":"10.60510/awfwi02837","title":"IGSN AWFWI02837 (EN22063-T19): Individual Sample (Biology, plant - Pinus contorta) from Liard River, British Columbia, 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); Pinus <genus>; Scots pine; 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009380024,0.001911054,0.003229791,0.0008337133,0.0004081639,0.001965056,0.003083924,0.003237969,0.02667566],"category_scores_gemma":[0.002045484,0.00297081,0.001054973,0.001040397,0.002041806,0.0003173003,0.00168175,0.00240366,0.005202708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009426045,"about_ca_system_score_gemma":0.001081084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991392,"about_ca_topic_score_gemma":0.998856,"domain_scores_codex":[0.9890657,0.0007092457,0.001885344,0.004062133,0.001470848,0.002806716],"domain_scores_gemma":[0.9922265,0.001915906,0.001337703,0.003073007,0.0002544774,0.001192368],"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":[0.00006280392,0.0003389217,0.003907979,0.000341794,0.002707607,0.001103252,0.000993375,0.00000153276,0.000003281816,0.0001055117,0.988019,0.002414942],"study_design_scores_gemma":[0.00257001,0.0002776641,0.003340288,0.001691875,0.001412768,0.0003334102,0.0003288226,0.00001201786,0.00001406337,0.005514363,0.9813492,0.003155506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001785583,0.01755175,0.000393708,0.00006255899,0.005717143,0.002405559,0.9670448,0.003178993,0.001859953],"genre_scores_gemma":[0.003388019,0.0007029966,0.004913545,0.0007013464,0.003984098,0.0008459573,0.971438,0.004817258,0.009208768],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02147295,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721367554617614,"score_gpt":0.2515741693065325,"score_spread":0.2243604937603563,"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."}}