{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008545092,0.001525041,0.001546467,0.008477889,0.002446346,0.001870392,0.002644287,0.001446583,0.1110993],"category_scores_gemma":[0.002544055,0.0008794708,0.0007265363,0.01784621,0.0005729893,0.0008916627,0.00230821,0.0008828646,0.1022621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324205,"about_ca_system_score_gemma":0.006038518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.202606,"about_ca_topic_score_gemma":0.3284009,"domain_scores_codex":[0.9989492,0.00004310857,0.0001041939,0.0003654938,0.0002446628,0.0002932641],"domain_scores_gemma":[0.9981915,0.0001236058,0.0001690403,0.0005252332,0.0007611088,0.0002294154],"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":[0.0003773362,0.00005261197,0.01379676,0.001608926,0.0001556767,0.0002320505,0.001216013,0.00029784,0.006044263,0.002411167,0.9436969,0.03011043],"study_design_scores_gemma":[0.00005166336,0.00001614522,0.05121998,0.0001772161,0.000105203,0.0001412549,0.0004126413,0.00007158294,0.0008605262,0.0006518249,0.9462613,0.00003074704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003021597,0.0001037262,0.0008230529,0.00003027723,0.0000399114,0.00005266295,0.9860623,0.0008403049,0.009026104],"genre_scores_gemma":[0.00290196,0.00008754381,0.001294066,0.00004204061,0.000007275221,0.0001497683,0.9890279,0.0007804577,0.005708995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.797394,"threshold_uncertainty_score":0.4028534,"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."}}