{"id":"W7038885218","doi":"","title":"Kosteusvirta-tutkimus","year":2019,"lang":"fi","type":"article","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Quarter (Canadian coin); Sample (material)","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":[0.0005705272,0.0005844496,0.0003825491,0.00106293,0.002486614,0.004641123,0.0005908805,0.001044608,0.2084951],"category_scores_gemma":[0.0007428288,0.0002845624,0.0004110626,0.0008530506,0.000576938,0.001557166,0.00329231,0.001432594,0.103549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118125,"about_ca_system_score_gemma":0.003434756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199497,"about_ca_topic_score_gemma":0.02955213,"domain_scores_codex":[0.9992274,0.00008295173,0.00004258984,0.0001260879,0.0003290051,0.0001918942],"domain_scores_gemma":[0.9995065,0.0000390002,0.00003200103,0.00004450175,0.0001998053,0.0001781685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008577055,0.0004397382,0.01580125,0.0009535238,0.00007692687,0.004544931,0.0068894,0.0004692876,0.05377488,0.1017603,0.3140659,0.5003662],"study_design_scores_gemma":[0.000007686882,0.00003922597,0.003280486,0.00008057747,0.00001054875,0.0004215206,0.001093501,0.00009019912,0.003210193,0.001482787,0.9902687,0.0000145584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0564212,0.006535549,0.002873474,0.00656059,0.002602475,0.000119721,0.003449218,0.001304852,0.920133],"genre_scores_gemma":[0.07223946,0.002131172,0.002185684,0.0007081344,0.0001834232,0.00006081586,0.002276839,0.0005156379,0.9196988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2084951,"threshold_uncertainty_score":0.6974854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006782307847190075,"score_gpt":0.1474108191858664,"score_spread":0.1406285113386763,"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."}}