{"id":"W6957079443","doi":"10.60510/awfwi02835","title":"IGSN AWFWI02835 (EN22063-T17): 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":[0.0009351253,0.001911578,0.003231415,0.000832014,0.0004086093,0.001966613,0.00308817,0.003237299,0.02675987],"category_scores_gemma":[0.002064562,0.002971287,0.001055248,0.001041713,0.002039507,0.0003176212,0.00168705,0.00240699,0.005144474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009475813,"about_ca_system_score_gemma":0.001075382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991469,"about_ca_topic_score_gemma":0.998831,"domain_scores_codex":[0.9890758,0.0007002956,0.001875304,0.00406635,0.001472093,0.002810155],"domain_scores_gemma":[0.9922427,0.001913131,0.001321588,0.003074675,0.0002548994,0.001192988],"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":[0.00006255938,0.000337368,0.003981635,0.00034215,0.002706944,0.001094727,0.0009739553,0.000001538908,0.000003436975,0.00010061,0.9881022,0.002292881],"study_design_scores_gemma":[0.002565973,0.0002700577,0.00322936,0.001694843,0.001414437,0.0003320376,0.0003194586,0.00001320574,0.00001408655,0.005149556,0.9818403,0.003156683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001865871,0.01760997,0.0003593747,0.00006459669,0.005769418,0.002409562,0.9669011,0.003177703,0.00184242],"genre_scores_gemma":[0.003207718,0.0007168083,0.004908375,0.0006974258,0.004012095,0.0008480644,0.9717095,0.00481932,0.009080668],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0216154,"threshold_uncertainty_score":0.9998945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680363444170079,"score_gpt":0.2508348267812225,"score_spread":0.2240311923395218,"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."}}