{"id":"W6919151798","doi":"10.60510/awfwi02864","title":"IGSN AWFWI02864 (EN22065-T16): Individual Sample (Biology, plant - Picea mariana) from Northern Rocky Mountains, 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); Period (music); Quality (philosophy); Population","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":[0.0009595666,0.002009296,0.002926421,0.0009391988,0.0005245509,0.002553502,0.003386851,0.003176811,0.02272157],"category_scores_gemma":[0.001576472,0.003078539,0.0009491913,0.001304968,0.001061069,0.0003367941,0.002026516,0.002562833,0.005838475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363236,"about_ca_system_score_gemma":0.001325466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991751,"about_ca_topic_score_gemma":0.9997941,"domain_scores_codex":[0.9887459,0.0007045117,0.001869083,0.004185884,0.001542541,0.002952054],"domain_scores_gemma":[0.992388,0.001573741,0.001333991,0.003333489,0.0002638626,0.001106988],"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":[0.00006058998,0.0003532297,0.01797827,0.0003972247,0.002733339,0.0008384245,0.0006394986,0.000006744826,0.000003330922,0.00008385027,0.9735975,0.003308001],"study_design_scores_gemma":[0.002019603,0.0002115691,0.004085889,0.001233257,0.001379139,0.00033939,0.000560337,0.00002766101,0.000006862615,0.006036784,0.9808574,0.003242159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003623912,0.01100928,0.0006717001,0.0001214747,0.003253831,0.002385942,0.9745966,0.002931411,0.001405839],"genre_scores_gemma":[0.003945167,0.0003707458,0.003560488,0.0007860129,0.003855961,0.0008453146,0.9713801,0.005791371,0.009464873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01688309,"threshold_uncertainty_score":0.9997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943731744370144,"score_gpt":0.237407104261098,"score_spread":0.2179697868173965,"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."}}