{"id":"W7025367850","doi":"","title":"Visibilitat de la senyalització vertical i horitzontal de trànsit","year":2020,"lang":"ca","type":"dissertation","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Christian ministry; 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":[0.0008494843,0.0003522443,0.0001826243,0.0008387891,0.0004534856,0.002344109,0.0003294783,0.0004814119,0.02005225],"category_scores_gemma":[0.004484181,0.0002522724,0.0003138791,0.001064012,0.0006123949,0.00158917,0.001166263,0.0004916216,0.002272849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201345,"about_ca_system_score_gemma":0.0006908614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960899,"about_ca_topic_score_gemma":0.0329411,"domain_scores_codex":[0.9995128,0.00009008091,0.00002107418,0.0001705496,0.0001210269,0.00008448699],"domain_scores_gemma":[0.9970214,0.001090931,0.0006811782,0.0002785579,0.0007781804,0.0001498637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002280615,0.0002035727,0.7391228,0.0009128035,0.0001949081,0.0003359478,0.01312307,0.006767052,0.02212019,0.02044312,0.00954088,0.184955],"study_design_scores_gemma":[0.00004753704,0.0005807059,0.9073251,0.0003753344,0.000198109,0.0002999132,0.01830535,0.01035758,0.008861825,0.005526511,0.04802156,0.0001004796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305627,0.0005816055,0.008521473,0.0007285383,0.00006893624,0.00003904332,0.00203332,0.0002216848,0.05724267],"genre_scores_gemma":[0.9890953,0.0002104671,0.002051642,0.00005530544,0.00001478589,0.0000185921,0.000778486,0.00005666964,0.007718814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960899,"threshold_uncertainty_score":0.06708145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005502400655107678,"score_gpt":0.2293840093593048,"score_spread":0.2238816087041972,"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."}}