{"id":"W6982189749","doi":"","title":"Heikot signaalit globaalin sahatavaramarkkinan ennakoinnissa","year":2022,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Life style","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063696,0.00045936,0.0005141255,0.0006575314,0.001262806,0.005205307,0.0006446476,0.001280253,0.06746753],"category_scores_gemma":[0.002011549,0.0002568262,0.000499249,0.0007401578,0.0009519867,0.001878681,0.001841541,0.001597103,0.01931287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475551,"about_ca_system_score_gemma":0.002721984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008155855,"about_ca_topic_score_gemma":0.01534567,"domain_scores_codex":[0.9992115,0.0001418256,0.0000587592,0.0001781885,0.0002655059,0.0001441221],"domain_scores_gemma":[0.9990522,0.0001849971,0.0001271374,0.00009252594,0.0004013264,0.0001417167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002549837,0.0005145061,0.02668884,0.002144651,0.000210882,0.001957543,0.002248818,0.0003949291,0.06427225,0.05862159,0.1835983,0.6567979],"study_design_scores_gemma":[0.00003190175,0.0001708641,0.005837694,0.0002599524,0.00005550372,0.0008201467,0.0009741699,0.0001434143,0.01497911,0.002071352,0.9746301,0.00002577414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1288024,0.07376489,0.01179369,0.04967608,0.00773434,0.0003482581,0.004042485,0.001796815,0.722041],"genre_scores_gemma":[0.2835515,0.03390481,0.0132754,0.009319929,0.001267961,0.0003064302,0.00337554,0.0007918823,0.6542065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06746753,"threshold_uncertainty_score":0.2257014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01520475499424847,"score_gpt":0.2637851601145123,"score_spread":0.2485804051202638,"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."}}