{"id":"W4389832593","doi":"10.1038/s44271-023-00047-4","title":"Publisher Correction: Using smartphones to optimise and scale-up the assessment of model-based planning","year":2023,"lang":"en","type":"erratum","venue":"Communications Psychology","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Scale (ratio); Computer science; Data science; Geography; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003596724,0.001717582,0.00130829,0.003337047,0.003798542,0.004934664,0.002891461,0.005263124,0.1434925],"category_scores_gemma":[0.09733456,0.0008328775,0.001046222,0.002468791,0.002378162,0.002809408,0.002314799,0.01047162,0.09222725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003626736,"about_ca_system_score_gemma":0.006223583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612656,"about_ca_topic_score_gemma":0.02456197,"domain_scores_codex":[0.9946135,0.0006828107,0.0009268831,0.0005575264,0.002964479,0.0002547769],"domain_scores_gemma":[0.9272465,0.01386741,0.002756929,0.005862276,0.04805051,0.002216432],"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":[0.00001739806,0.00000417631,0.00005374143,0.00005228527,0.000003128144,0.0001580778,0.00002503584,0.00004364787,0.00003073299,0.0007004487,0.990969,0.007942281],"study_design_scores_gemma":[0.00002600857,0.00002371101,0.0004122821,0.0002813998,0.000012938,0.0005429291,0.0001209762,0.0004022132,0.000379966,0.001676391,0.9960905,0.00003061514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002951653,0.0008117699,0.0026967,0.05724878,0.9211187,0.00006824079,0.001607081,0.001663653,0.01449],"genre_scores_gemma":[0.02107256,0.005498393,0.01222299,0.05214541,0.1563801,0.0003985741,0.003783701,0.004332631,0.7441657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1434925,"threshold_uncertainty_score":0.4800302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1137919113337563,"score_gpt":0.4155371175879492,"score_spread":0.3017452062541929,"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."}}