{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001093988,0.002147293,0.002939772,0.0007014956,0.0008221418,0.0002806507,0.001701383,0.001513829,0.6034844],"category_scores_gemma":[0.000459774,0.001973019,0.001879477,0.00140911,0.000686124,0.0001687944,0.001291514,0.00280226,0.01255942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110814,"about_ca_system_score_gemma":0.0005980169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022369,"about_ca_topic_score_gemma":0.00006562542,"domain_scores_codex":[0.9894633,0.0009529738,0.001838244,0.002652006,0.002506814,0.00258671],"domain_scores_gemma":[0.9938864,0.000703549,0.001086012,0.002639673,0.0001758947,0.001508543],"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":[0.001971693,0.003307382,0.00615804,0.001905901,0.003204716,0.006210186,0.001028971,0.00007623957,0.0008326228,0.01842264,0.8625466,0.09433506],"study_design_scores_gemma":[0.004519245,0.001290158,0.002524836,0.0008653195,0.001349343,0.0002985104,0.001035588,0.00007143211,0.0002163312,0.0004226888,0.9853101,0.002096428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003598899,0.04514443,0.00004319239,0.003727305,0.00468538,0.002808784,0.00114591,0.000702822,0.9381433],"genre_scores_gemma":[0.04338372,0.007347264,0.0003100749,0.007666558,0.006957006,0.0003114161,0.002432808,0.001467701,0.9301234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.590925,"threshold_uncertainty_score":0.9997824,"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."}}