{"id":"W7020207936","doi":"","title":"Kappaletarkastusautomaatio tarkkuusvalimossa","year":2015,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Subject (documents); Quarter (Canadian coin); Power (physics)","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":[0.0004912098,0.0007593148,0.0005729858,0.0007781553,0.001377575,0.00369515,0.0006786754,0.0007945078,0.05575613],"category_scores_gemma":[0.0005823186,0.000432017,0.0008735046,0.0005670675,0.0006396811,0.001928485,0.001961337,0.00194972,0.01535933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594277,"about_ca_system_score_gemma":0.00165736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299517,"about_ca_topic_score_gemma":0.008900639,"domain_scores_codex":[0.9995062,0.00004315931,0.00002773229,0.0001344416,0.0002027239,0.00008567281],"domain_scores_gemma":[0.9994096,0.00009935781,0.00006865532,0.000079668,0.0002432794,0.00009952073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001091886,0.0002946542,0.004075069,0.001294329,0.00007611699,0.0008481832,0.001530242,0.0003987309,0.8115032,0.014773,0.007481802,0.1566327],"study_design_scores_gemma":[0.0000368589,0.0005884587,0.007926737,0.0002752928,0.0001122878,0.0007984238,0.002000525,0.0006735153,0.3459122,0.003092109,0.6385056,0.00007796387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4130588,0.01964393,0.04173259,0.005545891,0.003006217,0.0004618665,0.003760396,0.002795379,0.5099948],"genre_scores_gemma":[0.3383265,0.008084644,0.02187246,0.001374902,0.0002238579,0.0002254309,0.003099224,0.0007890222,0.6260039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05575613,"threshold_uncertainty_score":0.1865228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02256466805780731,"score_gpt":0.2652488218538793,"score_spread":0.242684153796072,"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."}}