{"id":"W6975754759","doi":"10.60510/awfwi02124","title":"IGSN AWFWI02124 (EN22065): Site in Boreal Forests/Taiga, 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":"Boreal; Period (music); Climate change; Arctic","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","insufficient_payload"],"category_scores_codex":[0.0008088607,0.001531878,0.002224101,0.001243611,0.0002166551,0.001831713,0.001828471,0.00196643,0.006217467],"category_scores_gemma":[0.0007345838,0.002525784,0.0007686671,0.001753959,0.000613767,0.0003763058,0.001029742,0.002101588,0.01005107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176038,"about_ca_system_score_gemma":0.001120604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984887,"about_ca_topic_score_gemma":0.9999745,"domain_scores_codex":[0.9906349,0.0003524322,0.001648792,0.003113129,0.001597572,0.002653133],"domain_scores_gemma":[0.9950683,0.0003243983,0.0007969271,0.002722884,0.000267492,0.000819962],"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":[0.00003250222,0.0003929061,0.06971272,0.0009619047,0.0003934514,0.002435612,0.0006553225,0.00003007549,8.336409e-7,0.00002411957,0.9230098,0.002350754],"study_design_scores_gemma":[0.001779143,0.0001495852,0.02370116,0.00239527,0.000339523,0.0005158989,0.0002377197,0.00008362407,0.000003301509,0.001537169,0.9666209,0.002636765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01171144,0.007671359,0.0001076642,0.00007127749,0.001502664,0.002497274,0.9658567,0.00212492,0.008456671],"genre_scores_gemma":[0.02868853,0.0002601334,0.000513716,0.0002995277,0.0017508,0.000981062,0.9060021,0.006972569,0.05453157],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05985464,"threshold_uncertainty_score":0.999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010561579894013,"score_gpt":0.2359243750337942,"score_spread":0.2253627951397812,"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."}}