{"id":"W6982295401","doi":"","title":"Hotellikiinteistön linjasaneeraustyön tehostaminen","year":2016,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Intellectualization; Quarter (Canadian coin)","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":[0.0003759785,0.0002818032,0.0002079786,0.0003035395,0.001686612,0.002567507,0.0003314201,0.0003993581,0.08563042],"category_scores_gemma":[0.0003957136,0.0001756811,0.0002831382,0.0005128346,0.0002881517,0.0007960359,0.002231068,0.00096041,0.02075646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741439,"about_ca_system_score_gemma":0.005511853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544121,"about_ca_topic_score_gemma":0.08500758,"domain_scores_codex":[0.9996582,0.00002856801,0.00001413628,0.00005872647,0.0001077845,0.0001325781],"domain_scores_gemma":[0.9994783,0.00003559615,0.00004132617,0.00002992592,0.0001408258,0.0002740324],"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":[0.001591994,0.0005895307,0.1014747,0.002051201,0.00009412641,0.003039415,0.01467539,0.0009480193,0.06246001,0.03652723,0.1523259,0.6242225],"study_design_scores_gemma":[0.00001526095,0.0001667393,0.07316037,0.0002192029,0.00001976244,0.0005136726,0.009601822,0.0002689167,0.005879316,0.0004987577,0.909623,0.00003315654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4141957,0.006716282,0.002797896,0.004317032,0.001243509,0.0001366484,0.003476934,0.0004774813,0.5666386],"genre_scores_gemma":[0.3251099,0.003533282,0.002544533,0.0004056703,0.00009189074,0.00006554027,0.002376964,0.0001546449,0.6657176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08563042,"threshold_uncertainty_score":0.2864623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153795022696465,"score_gpt":0.270438908329072,"score_spread":0.2489009581021073,"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."}}