{"id":"W6957007510","doi":"10.60510/awfwi02859","title":"IGSN AWFWI02859 (EN22065-T11): Individual Sample (Biology, plant - Picea glauca) from Northern Rocky Mountains, British Columbia, 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); Period (music); Quality (philosophy); Population","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009218801,0.00207853,0.002991858,0.0009174702,0.0005377954,0.00245202,0.003438488,0.003130482,0.02192228],"category_scores_gemma":[0.001570286,0.00316231,0.0009876974,0.001308767,0.001124732,0.0003540946,0.001933187,0.002628885,0.006122215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433256,"about_ca_system_score_gemma":0.001408871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990221,"about_ca_topic_score_gemma":0.9997672,"domain_scores_codex":[0.9884352,0.000691653,0.001969103,0.004261833,0.001606032,0.003036169],"domain_scores_gemma":[0.9922259,0.001648877,0.00136483,0.003338449,0.0002884672,0.001133489],"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":[0.00006028956,0.0003999317,0.02149025,0.0004065277,0.0024444,0.0006783641,0.0008589442,0.0000060405,0.000005766524,0.00005738749,0.9709403,0.002651791],"study_design_scores_gemma":[0.002033516,0.000242571,0.003721952,0.001386443,0.001288653,0.0003575414,0.0006034227,0.00002664363,0.00001070734,0.005322943,0.9816586,0.003347059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01019428,0.01322357,0.0005926371,0.00007728823,0.003363092,0.002382436,0.9660145,0.003246499,0.0009056833],"genre_scores_gemma":[0.006055294,0.0003354574,0.003308181,0.0007287228,0.003990204,0.000914774,0.9708928,0.005988516,0.007786002],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0177683,"threshold_uncertainty_score":0.9996721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199305182886274,"score_gpt":0.2424354255566682,"score_spread":0.2225049072680408,"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."}}