{"id":"W6900560535","doi":"10.60510/awfwi02183","title":"IGSN AWFWI02183 (EN22004-T17): Individual Sample (Biology, plant - Salix sp.) from Squanga Lake (Big Salmon Range), 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); Fish <Actinopterygii>; Productivity; Quality (philosophy)","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":[0.001526229,0.003341441,0.003631614,0.002487985,0.0003604859,0.0006606271,0.003466784,0.003702594,0.01959233],"category_scores_gemma":[0.002080722,0.003317351,0.001101139,0.001722605,0.0009971501,0.0002787932,0.001827726,0.002969275,0.009706668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008841451,"about_ca_system_score_gemma":0.0009347196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9569935,"about_ca_topic_score_gemma":0.9764184,"domain_scores_codex":[0.987213,0.00105681,0.002221752,0.004438748,0.001756388,0.003313282],"domain_scores_gemma":[0.9899738,0.002790279,0.001517083,0.004291777,0.0002041486,0.001222888],"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":[0.0002607785,0.0004052403,0.002611485,0.0005788979,0.002317726,0.000488545,0.001245262,0.00001067657,0.00001021112,0.0008491054,0.9892575,0.001964537],"study_design_scores_gemma":[0.002649228,0.0003007503,0.001925783,0.001333161,0.001657207,0.0001602048,0.0002808421,0.00002348426,0.00008104818,0.006337734,0.9816938,0.003556779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008357981,0.0161494,0.0009585225,0.0002497666,0.006277994,0.002434304,0.9674699,0.003929752,0.001694566],"genre_scores_gemma":[0.004677971,0.0004461266,0.004435879,0.0008612984,0.00674756,0.0008424185,0.9732105,0.006495509,0.002282747],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01942481,"threshold_uncertainty_score":0.9993309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636498960106561,"score_gpt":0.2731539876234502,"score_spread":0.2267889980223846,"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."}}