{"id":"W7061527444","doi":"","title":"Rakennustoimiston laatujärjestelmän kehittäminen : Kerrostalotyömaan sisävalmistusvaiheen laadunvarmistusmatriisi","year":2018,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Population; Public health; Object (grammar)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006008814,0.0005464824,0.0004197811,0.0007747448,0.002695084,0.006044616,0.0006795874,0.00105752,0.06659526],"category_scores_gemma":[0.00109702,0.000320894,0.00043715,0.0007803247,0.00103959,0.00244342,0.002989747,0.001745548,0.02195226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967433,"about_ca_system_score_gemma":0.005036816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108358,"about_ca_topic_score_gemma":0.04102942,"domain_scores_codex":[0.9992703,0.00006939653,0.00003426465,0.000147111,0.0002977687,0.000181116],"domain_scores_gemma":[0.9989616,0.0001244537,0.0001084475,0.00007134273,0.0004452636,0.000288908],"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":[0.001160458,0.0006107437,0.03202005,0.002589798,0.00007963951,0.004099604,0.01715915,0.0008614892,0.1094327,0.04757879,0.0804052,0.7040024],"study_design_scores_gemma":[0.00001804787,0.000160753,0.01696925,0.0003137414,0.00004461974,0.001209814,0.009062056,0.0002815591,0.01649508,0.002546994,0.9528381,0.00006006825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2256643,0.01203365,0.01458018,0.01257179,0.00204867,0.0002740394,0.001244106,0.001362755,0.7302205],"genre_scores_gemma":[0.3265751,0.008007404,0.0123245,0.001447229,0.000354653,0.0001595554,0.0009426668,0.0004788739,0.6497099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06659526,"threshold_uncertainty_score":0.2227833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393708712710122,"score_gpt":0.2805082983520318,"score_spread":0.2565712112249305,"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."}}