{"id":"W6938081695","doi":"10.60510/awfwi02838","title":"IGSN AWFWI02838 (EN22063-T20): 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":[0.0009363266,0.001912764,0.003234518,0.0008345229,0.0004070032,0.001993641,0.00308794,0.003241357,0.02654679],"category_scores_gemma":[0.002078868,0.002972709,0.001053972,0.001045095,0.002042654,0.0003175031,0.001687048,0.002411013,0.005343074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009486295,"about_ca_system_score_gemma":0.001078705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999184,"about_ca_topic_score_gemma":0.998865,"domain_scores_codex":[0.989064,0.0007099445,0.001876228,0.00406492,0.001472659,0.002812273],"domain_scores_gemma":[0.9922006,0.001917819,0.001331319,0.003101044,0.0002549692,0.001194228],"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":[0.00006201466,0.000337637,0.003578613,0.0003390861,0.002709748,0.001121352,0.0009620711,0.000001598408,0.000003487408,0.000102879,0.9884604,0.002321132],"study_design_scores_gemma":[0.002529324,0.0002735092,0.003265523,0.00168881,0.001417378,0.0003394793,0.0003140074,0.00001370804,0.00001365925,0.004988476,0.9819978,0.003158361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001658325,0.01801802,0.0003899545,0.00006368196,0.005734595,0.002410439,0.9666023,0.0031735,0.001949142],"genre_scores_gemma":[0.002890618,0.0007198048,0.005314126,0.0006946996,0.003980526,0.0008338732,0.9712607,0.004820823,0.00948484],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02120372,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662426560306184,"score_gpt":0.2508703223797574,"score_spread":0.2242460567766956,"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."}}