{"id":"W6956790978","doi":"10.60510/awfwi02534","title":"IGSN AWFWI02534 (EN22033-T15): 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":[0.000883886,0.001551677,0.001597409,0.008620163,0.00255871,0.001892042,0.002708629,0.001521536,0.1132878],"category_scores_gemma":[0.00260715,0.0008977696,0.0007308982,0.01814715,0.0005972516,0.0008812563,0.002355559,0.0009002811,0.1024299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372287,"about_ca_system_score_gemma":0.006085982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1875605,"about_ca_topic_score_gemma":0.3174506,"domain_scores_codex":[0.9989183,0.00004451906,0.0001091602,0.0003858091,0.0002457604,0.0002963806],"domain_scores_gemma":[0.9982007,0.0001296298,0.0001749248,0.0005259768,0.0007361578,0.0002326696],"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":[0.0004272815,0.00005841195,0.01497257,0.001835259,0.0001701284,0.000281003,0.001384728,0.000326166,0.007539285,0.002653698,0.9378302,0.03252124],"study_design_scores_gemma":[0.00005406221,0.00001700504,0.04957758,0.0001850311,0.0001104562,0.0001584005,0.0004221078,0.00006962691,0.0009168506,0.0006549947,0.9478015,0.00003235698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003212848,0.0001081589,0.0009014716,0.00003228713,0.00004116293,0.00005750283,0.9857567,0.0008796185,0.009010292],"genre_scores_gemma":[0.003064429,0.00009247223,0.001412562,0.00004555127,0.000007460284,0.0001689942,0.9885211,0.000840131,0.005847297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8124396,"threshold_uncertainty_score":0.3789855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161788637702137,"score_gpt":0.2729698860170774,"score_spread":0.2413519996400561,"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."}}