{"id":"W6957125597","doi":"10.60510/awfwi02898","title":"IGSN AWFWI02898 (EN22069-T12): Individual Sample (Biology, plant - Larix laricina) from Fort Nelson - T8 Area East, 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); Productivity; Statistical analysis; Plant production","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":[0.001168185,0.002077315,0.003256077,0.001050193,0.0005135562,0.00237158,0.003087693,0.003575398,0.02091955],"category_scores_gemma":[0.001522691,0.003100721,0.001061413,0.001513518,0.001164837,0.000404758,0.002020204,0.002924267,0.002837165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009341645,"about_ca_system_score_gemma":0.001120764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976932,"about_ca_topic_score_gemma":0.9979744,"domain_scores_codex":[0.9885674,0.0005988502,0.001802094,0.004250296,0.001588438,0.003192887],"domain_scores_gemma":[0.9926898,0.001360423,0.001330889,0.0032461,0.0002432499,0.001129563],"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":[0.00006534821,0.0004626987,0.007746678,0.0004259479,0.002198334,0.0009330504,0.0006759642,0.00000448646,0.000004321372,0.0001613419,0.98487,0.002451802],"study_design_scores_gemma":[0.002185014,0.0003142065,0.003595273,0.00184678,0.001591975,0.0005114232,0.0004821062,0.00004537386,0.00001314632,0.007395754,0.978826,0.003192969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002033428,0.01095454,0.001217673,0.0002011772,0.003594141,0.002625837,0.9743987,0.00312829,0.001846244],"genre_scores_gemma":[0.004822603,0.0003367431,0.005129646,0.0009120362,0.00306543,0.0009038874,0.9720584,0.005073718,0.007697531],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01808239,"threshold_uncertainty_score":0.999376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747125182988145,"score_gpt":0.2508806690233556,"score_spread":0.2134094171934741,"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."}}