{"id":"W6919464799","doi":"10.60510/awfwi02916","title":"IGSN AWFWI02916 (EN22070-T02): Individual Sample (Biology, plant - Picea mariana) from Fort Nelson - T8 Area East, 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); Hydrology (agriculture)","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":[0.001085968,0.002084246,0.003183822,0.001041839,0.0004872612,0.002554127,0.003215016,0.003327624,0.03261823],"category_scores_gemma":[0.001562185,0.003152904,0.001077305,0.001381809,0.00125601,0.0004193281,0.001991024,0.002510223,0.003167175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004405,"about_ca_system_score_gemma":0.001216922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976947,"about_ca_topic_score_gemma":0.9981292,"domain_scores_codex":[0.9883966,0.0005932897,0.001943148,0.004358184,0.001545407,0.003163394],"domain_scores_gemma":[0.9923445,0.001433247,0.001377067,0.00336521,0.0002214879,0.001258479],"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":[0.00007576346,0.0003592641,0.006449532,0.0004140528,0.00253478,0.0008858126,0.0005452043,0.000003558738,0.000003423226,0.0001559321,0.9844475,0.004125161],"study_design_scores_gemma":[0.002205963,0.0002404269,0.004725484,0.001824456,0.00162574,0.0004822609,0.0004750331,0.00004937856,0.00000795808,0.007570681,0.9775316,0.003261062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002141372,0.008523338,0.001141449,0.0001432003,0.004234731,0.002713399,0.9756441,0.002942952,0.0025155],"genre_scores_gemma":[0.003837286,0.0002979204,0.005636008,0.0007481651,0.003792484,0.00104489,0.9702967,0.005153817,0.009192681],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02945106,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604957361060816,"score_gpt":0.2442931785722607,"score_spread":0.2082436049616526,"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."}}