{"id":"W6956872570","doi":"10.60510/awfwi02852","title":"IGSN AWFWI02852 (EN22065-T04): Individual Sample (Biology, plant - Pinus contorta) 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); Pinus <genus>; Scots pine; Vegetation (pathology)","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":[0.0008899052,0.002067048,0.003226746,0.0008167793,0.000489503,0.002308177,0.003180368,0.003122129,0.01818488],"category_scores_gemma":[0.001714199,0.003145622,0.0009983198,0.001068696,0.00120029,0.0003232119,0.001547993,0.002424026,0.004667119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417215,"about_ca_system_score_gemma":0.001350206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993649,"about_ca_topic_score_gemma":0.9998227,"domain_scores_codex":[0.9886072,0.0006593116,0.002048372,0.004140208,0.0015765,0.002968458],"domain_scores_gemma":[0.9923041,0.00157034,0.001461002,0.003184976,0.0003149875,0.001164616],"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":[0.00006550962,0.0003750212,0.01601099,0.0003554153,0.00278401,0.0009572601,0.0009126523,0.000005222571,0.000003725018,0.00005613849,0.9762999,0.002174146],"study_design_scores_gemma":[0.002368214,0.0002641638,0.003585726,0.00141496,0.001279455,0.0003669756,0.0007144358,0.00002017839,0.00001037288,0.003190269,0.9834181,0.003367149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005447891,0.01702966,0.000406168,0.00006822665,0.003668116,0.00260335,0.9662591,0.003165763,0.001351761],"genre_scores_gemma":[0.009995313,0.0003868741,0.001967678,0.0007012023,0.003959881,0.001029716,0.9693,0.005692356,0.006967016],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01664279,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105573165418766,"score_gpt":0.2439471673061824,"score_spread":0.2228914356519947,"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."}}