{"id":"W7006165189","doi":"","title":"Täsmällisyysjohtaminen Suomen rautateillä","year":2019,"lang":"fi","type":"article","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Quarter (Canadian coin); Value (mathematics)","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":[0.001148904,0.0006673392,0.0004197577,0.0008242273,0.003290322,0.003860388,0.000951121,0.001291515,0.2377514],"category_scores_gemma":[0.001538807,0.0003794634,0.000586573,0.0006658279,0.001274007,0.001799818,0.004032395,0.00196526,0.06540997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025712,"about_ca_system_score_gemma":0.006032615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830006,"about_ca_topic_score_gemma":0.05405181,"domain_scores_codex":[0.9989927,0.0001295548,0.0000462767,0.000158626,0.0004075704,0.0002652405],"domain_scores_gemma":[0.9986872,0.0001468158,0.0001221912,0.00010367,0.0005798148,0.0003603969],"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":[0.001063671,0.0005055446,0.02143388,0.001285988,0.00006965672,0.002536581,0.01993323,0.0005101828,0.04920314,0.05999333,0.2585125,0.5849524],"study_design_scores_gemma":[0.0000125477,0.0001390272,0.007038478,0.0001479734,0.0000232385,0.0003456666,0.003710326,0.0001374112,0.004153219,0.001534664,0.9827352,0.00002230855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07670178,0.00536967,0.006756817,0.01571137,0.003090394,0.0002821855,0.001736826,0.001316586,0.8890343],"genre_scores_gemma":[0.09079718,0.002915487,0.004058654,0.001633417,0.0003663729,0.0001114374,0.0007476481,0.0003741695,0.8989957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2377514,"threshold_uncertainty_score":0.7953576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005819018315736988,"score_gpt":0.1587441843244533,"score_spread":0.1529251660087163,"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."}}