{"id":"W7030268887","doi":"","title":"Metsätilastollinen vuosikirja 2022","year":2023,"lang":"fi","type":"other","venue":"Jukuri (Luonnonvarakeskus Tietopalvelu)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Value (mathematics)","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004581751,0.006997968,0.007175511,0.00646193,0.00133662,0.001208355,0.006553224,0.00593281,0.08993834],"category_scores_gemma":[0.001830398,0.007677635,0.004115656,0.009962874,0.002036066,0.001021574,0.002528849,0.006299649,0.6555116],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003920639,"about_ca_system_score_gemma":0.003026072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002649343,"about_ca_topic_score_gemma":0.007918581,"domain_scores_codex":[0.971177,0.002039646,0.005255287,0.007554369,0.00643329,0.007540417],"domain_scores_gemma":[0.9813136,0.001751044,0.004690541,0.008334661,0.00113175,0.00277844],"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":[0.0008476764,0.002062749,0.001039965,0.001565808,0.005453467,0.003057194,0.002341685,0.0003657594,0.004197777,0.005088347,0.9488443,0.02513526],"study_design_scores_gemma":[0.005351495,0.000839456,0.003295374,0.002716902,0.002960828,0.0003972173,0.0007501298,0.001264452,0.0008687287,0.0007292746,0.973157,0.007669139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002311598,0.01510506,0.0002676176,0.00120651,0.01878098,0.007308017,0.01302172,0.01557027,0.9264282],"genre_scores_gemma":[0.002971948,0.005151519,0.002248888,0.000872704,0.01286982,0.001412218,0.0017127,0.03130703,0.9414532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5655733,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114477659862711,"score_gpt":0.2684567410481957,"score_spread":0.2473119644495686,"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."}}