{"id":"W6975858106","doi":"10.60510/awfwi02557","title":"IGSN AWFWI02557 (EN22035-T06): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, 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); Quality (philosophy); Yield (engineering); Sampling (signal processing)","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":[0.001335929,0.002920487,0.003004318,0.002385381,0.0003511685,0.000711326,0.003137221,0.003346126,0.01602598],"category_scores_gemma":[0.001868989,0.002943067,0.000942202,0.001545627,0.001001247,0.0003334985,0.002047776,0.002717027,0.009679576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329654,"about_ca_system_score_gemma":0.001087376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9641793,"about_ca_topic_score_gemma":0.8851843,"domain_scores_codex":[0.9886532,0.0008319053,0.001830608,0.004119175,0.00159748,0.002967631],"domain_scores_gemma":[0.9913374,0.00205374,0.001395735,0.003925373,0.0002066518,0.001081135],"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":[0.000161214,0.000293493,0.001153987,0.0004450713,0.002764717,0.000329513,0.001162205,0.000006882882,0.0000127326,0.002749875,0.9898356,0.001084742],"study_design_scores_gemma":[0.001800443,0.0002272714,0.0009316205,0.0008396484,0.001618774,0.0001029566,0.0005346993,0.00004812568,0.00008008386,0.01098036,0.9797689,0.003067138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004178697,0.01262474,0.001458913,0.0003765516,0.004405221,0.002153277,0.9727181,0.00315525,0.002690139],"genre_scores_gemma":[0.002416873,0.0004690945,0.006129139,0.000876046,0.00484696,0.0007388997,0.9755561,0.005386956,0.003579875],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07899497,"threshold_uncertainty_score":0.9995837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151238903551717,"score_gpt":0.2729151837230074,"score_spread":0.2414027946874902,"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."}}