{"id":"W7000867104","doi":"","title":"Hissien energiankulutuksen todentaminen ja mallintaminen","year":2014,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Life style; Quarter (Canadian coin); Paid work","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","insufficient_payload"],"category_scores_codex":[0.0008929353,0.002919656,0.002934256,0.005565791,0.0007961527,0.0003219866,0.005246653,0.002777781,0.06767674],"category_scores_gemma":[0.0002407297,0.00365678,0.001417416,0.003519166,0.001307411,0.0008583713,0.00221396,0.002110037,0.1947987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003682347,"about_ca_system_score_gemma":0.001013453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649162,"about_ca_topic_score_gemma":0.004368345,"domain_scores_codex":[0.9881104,0.001656448,0.001269231,0.003777455,0.001941138,0.003245278],"domain_scores_gemma":[0.990782,0.000517634,0.00225942,0.003840018,0.0005786773,0.002022268],"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":[0.001411221,0.001772599,0.006450807,0.001295378,0.004825371,0.006964952,0.001547717,0.0005101937,0.003598906,0.05324475,0.8948249,0.02355316],"study_design_scores_gemma":[0.004839208,0.0005454195,0.002380802,0.001038775,0.00209777,0.0001111837,0.0007528288,0.0005049096,0.0003027569,0.00005883148,0.9836558,0.003711766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007069502,0.001081296,0.001192221,0.0005573331,0.002483521,0.001883182,0.001481974,0.001411666,0.9828393],"genre_scores_gemma":[0.0137751,0.001385748,0.001664178,0.0005201331,0.002869415,0.000005878358,0.001341846,0.002987375,0.9754503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.127122,"threshold_uncertainty_score":0.9985168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009436975833924537,"score_gpt":0.1921300199474845,"score_spread":0.1826930441135599,"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."}}