{"id":"W6938227457","doi":"10.60510/awfwi02659","title":"IGSN AWFWI02659 (EN22046-T11): Individual Sample (Biology, plant - Salix sp.) from Ogilvie 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); Class (philosophy); Decantation; 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":[0.001337249,0.00318767,0.003267072,0.00229456,0.0003575021,0.0007058154,0.003734832,0.003422531,0.01778272],"category_scores_gemma":[0.002059122,0.003140418,0.001074612,0.001512606,0.001379045,0.0003371087,0.002207446,0.00281022,0.01285157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428174,"about_ca_system_score_gemma":0.001303046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9603016,"about_ca_topic_score_gemma":0.876502,"domain_scores_codex":[0.9878868,0.0008489271,0.002131769,0.00431764,0.001620424,0.003194368],"domain_scores_gemma":[0.9905264,0.002347895,0.001448542,0.004310473,0.0002079295,0.001158794],"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":[0.0001302551,0.0003320358,0.001181995,0.000464997,0.002496679,0.000373651,0.001252234,0.0000130044,0.00001270572,0.002888258,0.9900739,0.0007802649],"study_design_scores_gemma":[0.001761083,0.0002453438,0.0003980925,0.001091137,0.001412005,0.0001370156,0.000529928,0.00003460267,0.0001641205,0.01232022,0.9785625,0.003343913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004477103,0.01863337,0.001329485,0.0002719945,0.004418185,0.002209716,0.9670119,0.0037391,0.001938544],"genre_scores_gemma":[0.003014544,0.0006499445,0.007966942,0.001104078,0.004725309,0.0007615291,0.9731838,0.006329249,0.002264618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08379952,"threshold_uncertainty_score":0.9994903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863660818363947,"score_gpt":0.282345084479202,"score_spread":0.2437084762955626,"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."}}