{"id":"W7132968570","doi":"","title":"Teräsbetonisen pilarilaatan lävistysmitoitusstandardien vertailu","year":2024,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World class; 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":[0.0005050576,0.0009607198,0.0009765262,0.001272228,0.002456849,0.004139223,0.0008067722,0.001277445,0.06280751],"category_scores_gemma":[0.0006203466,0.0006158729,0.001293454,0.0008973219,0.0009160173,0.002188172,0.003297361,0.002207723,0.01984977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596886,"about_ca_system_score_gemma":0.001785764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388877,"about_ca_topic_score_gemma":0.00737344,"domain_scores_codex":[0.9992948,0.00005593871,0.00003507452,0.0001337141,0.0002791231,0.0002013764],"domain_scores_gemma":[0.9994434,0.00007801425,0.00005936862,0.00006402295,0.0002015018,0.0001538283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001939648,0.0008289825,0.01223495,0.002118774,0.000160489,0.002672449,0.002785203,0.00092705,0.6353701,0.02758271,0.01513957,0.2982401],"study_design_scores_gemma":[0.00005479409,0.001069353,0.02356094,0.0003584479,0.000143024,0.002174418,0.00319547,0.001247898,0.1898096,0.005323503,0.7729448,0.0001177299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4806993,0.01622011,0.02321256,0.003373144,0.002572585,0.0004613172,0.002474769,0.001889885,0.4690962],"genre_scores_gemma":[0.5114335,0.006418649,0.0224786,0.0009948729,0.0002548511,0.0002857316,0.00281311,0.0009000133,0.4544207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06280751,"threshold_uncertainty_score":0.210112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006331081723226484,"score_gpt":0.207227558100183,"score_spread":0.2008964763769565,"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."}}