{"id":"W6957159563","doi":"10.60510/awfwi02515","title":"IGSN AWFWI02515 (EN22032-T20): Individual Sample (Biology, plant - Picea glauca) from Richardson Mountains, Northwest Territories, 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); Precipitation; Quality (philosophy); Period (music)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009840354,0.003024089,0.002946079,0.001961695,0.0003986687,0.0007914844,0.003418732,0.003114028,0.006406688],"category_scores_gemma":[0.001473135,0.003044354,0.0008451511,0.00147464,0.001127907,0.000396848,0.001834008,0.002678742,0.003197198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164988,"about_ca_system_score_gemma":0.001394056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956493,"about_ca_topic_score_gemma":0.9924629,"domain_scores_codex":[0.9888442,0.0006741562,0.00190755,0.00399546,0.001695139,0.002883455],"domain_scores_gemma":[0.9916461,0.001797311,0.001362395,0.003826363,0.0002410629,0.001126804],"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":[0.0001559954,0.0003811776,0.01172605,0.0004681232,0.00235468,0.0003368777,0.001796674,0.000002841256,0.00001095627,0.001155197,0.9809232,0.0006882395],"study_design_scores_gemma":[0.001645633,0.0002883167,0.002613902,0.000938346,0.001400451,0.0001113483,0.0006123421,0.00001534596,0.0000941846,0.003128192,0.9860098,0.003142191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001595327,0.01243702,0.0005095321,0.0002222776,0.007799674,0.001958164,0.9717227,0.003238489,0.0005168358],"genre_scores_gemma":[0.003914118,0.0003962439,0.00453747,0.0005255999,0.008962161,0.0008727331,0.974393,0.004938548,0.001460161],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01204078,"threshold_uncertainty_score":0.9996221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608212291896108,"score_gpt":0.2675855482652817,"score_spread":0.2415034253463206,"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."}}