{"id":"W7008539602","doi":"","title":"Betonisandwich-julkisivun korjausvaihtoehtojen vertailu : case: As. Oy Äyhönkallio","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data collection; Production (economics)","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":[0.000574632,0.0004847012,0.0002709833,0.0004569161,0.01066853,0.002376057,0.0006881987,0.004355913,0.01462202],"category_scores_gemma":[0.001867406,0.0002662688,0.000342999,0.0005408907,0.003421691,0.002730669,0.002443488,0.004974565,0.001453845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080751,"about_ca_system_score_gemma":0.003593809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02661143,"about_ca_topic_score_gemma":0.07303312,"domain_scores_codex":[0.9991817,0.0001842824,0.00002808077,0.00009632945,0.0001428575,0.0003667584],"domain_scores_gemma":[0.9992192,0.0001649496,0.00007612771,0.00002478574,0.00008027235,0.000434707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001910031,0.00043952,0.03100798,0.0002732915,0.0000234377,0.3881591,0.1432381,0.0005282667,0.002239218,0.2265235,0.1641454,0.0432311],"study_design_scores_gemma":[0.00002559949,0.0001810177,0.01302504,0.0006984411,0.00003821413,0.1974759,0.2157805,0.00106663,0.002145297,0.03073195,0.5387331,0.00009838478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4525026,0.002648148,0.002927742,0.1524329,0.002203187,0.0001344613,0.0001678704,0.00008366413,0.3868994],"genre_scores_gemma":[0.8114713,0.002186303,0.001275496,0.02459956,0.0005145111,0.00007728416,0.00006895574,0.00008446162,0.1597221],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02661143,"threshold_uncertainty_score":0.05291307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196454042313075,"score_gpt":0.2754881504098555,"score_spread":0.2535236099867247,"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."}}