{"id":"W6975443867","doi":"10.60510/awfwi02566","title":"IGSN AWFWI02566 (EN22036-T09): 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008679744,0.001538135,0.001583283,0.008621223,0.002451023,0.001890826,0.002707085,0.001493663,0.1160468],"category_scores_gemma":[0.002681241,0.000895079,0.0007357176,0.0183431,0.0005878617,0.0009088507,0.002364317,0.0008947487,0.1039227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002363062,"about_ca_system_score_gemma":0.006298951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2058873,"about_ca_topic_score_gemma":0.3305001,"domain_scores_codex":[0.99893,0.00004494224,0.0001113511,0.000372448,0.0002456871,0.0002955512],"domain_scores_gemma":[0.9981731,0.0001309663,0.0001739976,0.0005259673,0.0007646498,0.0002313931],"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":[0.0003799078,0.00005083354,0.01310033,0.001756038,0.0001542217,0.0002396874,0.001235373,0.000294591,0.005748696,0.002429266,0.9457769,0.02883416],"study_design_scores_gemma":[0.00005228719,0.0000156176,0.04747781,0.0001919881,0.0001046876,0.0001416885,0.000415301,0.00006668635,0.0007932363,0.0006494701,0.9500604,0.00003072542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002645997,0.0001056084,0.0007456531,0.00003029001,0.0000392171,0.00005094399,0.9872184,0.0007744986,0.00838939],"genre_scores_gemma":[0.00273684,0.0000949899,0.001233974,0.0000427329,0.000007075586,0.0001525149,0.9893585,0.000740495,0.005632836],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7941127,"threshold_uncertainty_score":0.4093778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160338065009399,"score_gpt":0.2729354462157202,"score_spread":0.2413320655656263,"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."}}