{"id":"W2591514087","doi":"","title":"Vancouver - elämänlaatua ja kilpailukykyä kestävästi","year":2008,"lang":"fi","type":"article","venue":"Yhdyskuntasuunnittelu","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.003537309,0.0007652528,0.000940248,0.0003897901,0.005928949,0.0004771871,0.002986543,0.00084638,0.01233201],"category_scores_gemma":[0.002247023,0.0007699465,0.0005935547,0.003712041,0.007506762,0.001772036,0.000599053,0.001447267,0.007694594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025554,"about_ca_system_score_gemma":0.002606271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824635,"about_ca_topic_score_gemma":0.01460776,"domain_scores_codex":[0.9879888,0.001552707,0.001053797,0.001524095,0.004730571,0.003150077],"domain_scores_gemma":[0.9950588,0.001094681,0.0005212633,0.001038461,0.0006635581,0.001623192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000140281,0.0009651853,0.07192869,0.0001046456,0.0002699455,0.00130124,0.08428571,0.00003431197,0.000598605,0.0110563,0.7682886,0.0610265],"study_design_scores_gemma":[0.0007015651,0.0002705141,0.01616166,0.00009492329,0.00005822779,0.00002414661,0.01374483,0.00006470023,0.0003361224,0.002581247,0.9649274,0.001034635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2781354,0.002715232,0.0001125139,0.00449682,0.009975977,0.00139561,0.0001171162,0.0004874398,0.7025639],"genre_scores_gemma":[0.818661,0.005026408,0.0009375754,0.001457055,0.004452046,0.00009130665,0.00001531032,0.0001009927,0.1692583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5405256,"threshold_uncertainty_score":0.9994751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07998628571636977,"score_gpt":0.3578075202052416,"score_spread":0.2778212344888719,"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."}}