{"id":"W2033263157","doi":"10.4018/jmhci.2013070102","title":"MagiThings","year":2013,"lang":"en","type":"article","venue":"International Journal of Mobile Human Computer Interaction","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Compass; Gesture; Mobile device; Mobile interaction; Human–computer interaction; Interface (matter); Field (mathematics); User interface; Computer vision; Physics","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":[0.0001880809,0.0001513572,0.0001889197,0.0004293999,0.00007062249,0.0005984196,0.001485004,0.00004627739,0.000564513],"category_scores_gemma":[0.00001897208,0.0001327429,0.0002319882,0.00009239504,0.00002994232,0.004129267,0.0002530307,0.0003593896,0.000425745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965597,"about_ca_system_score_gemma":0.00003649393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006050142,"about_ca_topic_score_gemma":0.000001274549,"domain_scores_codex":[0.998421,0.00007072422,0.0006124261,0.0002018552,0.0005284302,0.0001656062],"domain_scores_gemma":[0.9970753,0.0001078191,0.0006563636,0.0001995106,0.001872188,0.00008882941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001223272,0.001548794,0.002518212,0.00002414222,0.001477914,0.0004958673,0.007128096,0.003042912,0.3925391,0.03929524,0.2623112,0.2894962],"study_design_scores_gemma":[0.008164654,0.007061633,0.1192355,0.001636736,0.0001145867,0.01341617,0.00218566,0.1496539,0.2597144,0.03445196,0.4018254,0.002539366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3144695,0.00003804509,0.6701044,0.001285091,0.01016575,0.0001752861,0.000001228272,0.00002586892,0.003734849],"genre_scores_gemma":[0.9882743,0.000009691608,0.008866275,0.001302775,0.001205985,0.00001318141,0.000003895744,0.00001071778,0.0003132318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6738048,"threshold_uncertainty_score":0.6181021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143070913329509,"score_gpt":0.2909586006819336,"score_spread":0.2795278915486386,"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."}}