{"id":"W7132238278","doi":"","title":"Kaupunki ja vesi","year":2001,"lang":"fi","type":"dissertation","venue":"Trepo - Institutional Repository of Tampere University","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Data source; Sample (material); 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":[0.0004540243,0.0005760787,0.0003438573,0.000908391,0.004801116,0.005622747,0.0005612663,0.001092047,0.1060667],"category_scores_gemma":[0.0008196571,0.0003091251,0.0003164339,0.001224027,0.001469162,0.003112865,0.003858733,0.002069798,0.03887152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149099,"about_ca_system_score_gemma":0.002528995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654469,"about_ca_topic_score_gemma":0.01184725,"domain_scores_codex":[0.9995373,0.00005464761,0.00002363577,0.0001391422,0.0001221735,0.0001231047],"domain_scores_gemma":[0.9996701,0.00004071716,0.00003220934,0.00004233535,0.0001022317,0.0001124058],"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":[0.0004475136,0.0002313782,0.01086291,0.000922102,0.00004583889,0.001621122,0.02852795,0.000233223,0.007979346,0.2416403,0.2456644,0.4618239],"study_design_scores_gemma":[0.000002538299,0.00001783535,0.002357634,0.00007869399,0.000004446907,0.0001735034,0.001801597,0.00003218201,0.000557773,0.001517149,0.9934487,0.000007817573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04176884,0.007691809,0.002480031,0.005991363,0.002315608,0.0001021067,0.001183244,0.0004586577,0.9380082],"genre_scores_gemma":[0.1147517,0.004505365,0.002048779,0.0009625561,0.0003718356,0.00007033448,0.001039285,0.0003551838,0.8758948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1060667,"threshold_uncertainty_score":0.3548286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088055202136575,"score_gpt":0.1861033044654709,"score_spread":0.1752227524441052,"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."}}