{"id":"W4411168087","doi":"10.18260/edgj.v75i3.265","title":"Full Issue","year":2019,"lang":"en","type":"article","venue":"Engineering design graphics journal","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002741695,0.000135104,0.0001202325,0.0002537564,0.00004036244,0.00007481739,0.0001108516,0.00008281268,0.0004083079],"category_scores_gemma":[0.00002515656,0.0001411341,0.00007219113,0.0002949412,0.000006188923,0.0001837695,0.000006088164,0.0004501415,0.0003615769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346446,"about_ca_system_score_gemma":0.00001098142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.864527e-7,"about_ca_topic_score_gemma":1.383255e-7,"domain_scores_codex":[0.9992976,0.00001651091,0.0001959797,0.000079258,0.0001948897,0.0002158076],"domain_scores_gemma":[0.9996337,0.00006030931,0.00002444506,0.0001040795,0.00005996706,0.0001174944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003268946,0.00001822623,0.0003259943,0.00008736156,0.0001214556,0.00003571359,0.0002292027,0.8970984,0.09116304,0.001603559,0.005994638,0.00328976],"study_design_scores_gemma":[0.0009784108,0.0002613375,0.001346603,0.0001772679,0.00003417868,0.0003567428,0.00002707585,0.9459137,0.01505401,0.001025633,0.03420989,0.0006151582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1059699,0.0006418026,0.8893337,0.00005702371,0.002511418,0.0001646087,0.000001945082,0.0005130017,0.0008066522],"genre_scores_gemma":[0.9922857,0.0002291179,0.006919059,0.0000506826,0.0003876551,0.00000489075,0.000003918205,0.00005195779,0.00006704675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8863158,"threshold_uncertainty_score":0.5755281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008813491321639551,"score_gpt":0.1905512434196321,"score_spread":0.1817377520979925,"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."}}