{"id":"W2726091340","doi":"10.3311/pptr.9869","title":"Transportation in Brazil: Joinville","year":2017,"lang":"en","type":"article","venue":"Periodica Polytechnica Transportation Engineering","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Investment (military); Transport engineering; Computer science; Business; Engineering; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384477,0.0001954004,0.0002695944,0.0001758537,0.0007514222,0.0001772153,0.000575223,0.0002048074,0.00055275],"category_scores_gemma":[0.00007451827,0.0002271275,0.00013997,0.0002106036,0.0002622607,0.0009294347,0.000001972462,0.0002905428,0.000016061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008477281,"about_ca_system_score_gemma":0.0001355716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003986384,"about_ca_topic_score_gemma":0.03399218,"domain_scores_codex":[0.9982284,0.00001730309,0.0005022839,0.0003815436,0.0004155675,0.0004548417],"domain_scores_gemma":[0.9991016,0.00003363479,0.0001672779,0.0004711837,0.00005111494,0.0001751445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006324338,0.0001890666,0.9586547,0.0001250881,0.00002674544,0.00008457086,0.01344397,0.002439108,0.006122846,0.01416706,0.0001638224,0.004519807],"study_design_scores_gemma":[0.0004577316,0.00001273872,0.9783469,0.00006512967,0.00002029314,8.077679e-8,0.000242647,0.0002018107,0.0005687634,0.0001195886,0.0196886,0.0002757626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890119,0.0001795521,0.003837012,0.001814468,0.0003094748,0.0004179966,0.0000671505,0.0003710845,0.003991309],"genre_scores_gemma":[0.9978321,0.00007976778,0.001477982,0.00004694155,0.0001061814,0.00007117524,0.0001050374,0.00002867805,0.0002520902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0300058,"threshold_uncertainty_score":0.9836349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466328466448224,"score_gpt":0.2918240411498969,"score_spread":0.2771607564854147,"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."}}