{"id":"W6900505134","doi":"10.60510/awfwi02591","title":"IGSN AWFWI02591 (EN22037-T25): 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":[0.00133598,0.002919756,0.002988609,0.002396991,0.0003499572,0.0007065389,0.003395239,0.003316074,0.01761741],"category_scores_gemma":[0.00191838,0.002941889,0.0009418068,0.00152529,0.001000856,0.0003368024,0.002050099,0.002648264,0.009780233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379216,"about_ca_system_score_gemma":0.001081682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651848,"about_ca_topic_score_gemma":0.8907092,"domain_scores_codex":[0.9886619,0.0008359014,0.001825517,0.00412,0.001595586,0.002961069],"domain_scores_gemma":[0.991328,0.002020014,0.001388582,0.003978067,0.0002073128,0.00107805],"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":[0.0001631186,0.0002922658,0.0009312271,0.0004346495,0.002669181,0.0004125523,0.00126585,0.000007010212,0.00001314918,0.002630858,0.9902397,0.0009404012],"study_design_scores_gemma":[0.001795212,0.0002210636,0.0006115351,0.0008456224,0.001561811,0.0001224442,0.0006007132,0.00004991711,0.0000943917,0.008435092,0.9825863,0.00307586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004070831,0.01244463,0.001667115,0.0003785562,0.004417683,0.002151749,0.9731157,0.003132805,0.00228462],"genre_scores_gemma":[0.002155926,0.0004428613,0.006864541,0.0009931135,0.004722315,0.0008003305,0.9751844,0.005381292,0.003455174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07447565,"threshold_uncertainty_score":0.9996527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162142736054252,"score_gpt":0.2729041514735959,"score_spread":0.2412827241130533,"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."}}