{"id":"W6900576171","doi":"10.60510/awfwi02132","title":"IGSN AWFWI02132 (EN22073): 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":[0.000844132,0.001524741,0.002227275,0.00122697,0.0002192713,0.001798795,0.001810253,0.001958419,0.006174752],"category_scores_gemma":[0.0007676436,0.002519858,0.0007726385,0.001754065,0.0006146083,0.0003769334,0.0009810869,0.002081095,0.009757028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173467,"about_ca_system_score_gemma":0.001101547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984143,"about_ca_topic_score_gemma":0.9999713,"domain_scores_codex":[0.9906542,0.0003687961,0.00164707,0.003095771,0.00158141,0.002652804],"domain_scores_gemma":[0.9950667,0.0003337128,0.0008107688,0.002698826,0.0002698535,0.0008201397],"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":[0.00004012432,0.0003292638,0.05896708,0.0009532732,0.0003917748,0.002442898,0.0007044535,0.00003056134,9.905535e-7,0.00002471331,0.9329165,0.003198384],"study_design_scores_gemma":[0.001792203,0.0001467476,0.01935682,0.002366537,0.0003281898,0.0004975348,0.0002801011,0.00009681428,0.000003737781,0.001480921,0.971035,0.002615371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01045079,0.008148124,0.000113525,0.00007092867,0.001406257,0.002504065,0.9654253,0.00210476,0.00977628],"genre_scores_gemma":[0.02443942,0.0002587241,0.0005397869,0.0002696932,0.001707835,0.0009815325,0.909384,0.006939505,0.05547955],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05604131,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107400886050708,"score_gpt":0.2358346251922693,"score_spread":0.2250945365871985,"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."}}