{"id":"W2935802900","doi":"10.1016/j.softx.2019.04.002","title":"Itinerum: The open smartphone travel survey platform","year":2019,"lang":"en","type":"article","venue":"SoftwareX","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs; Public Health Agency of Canada","keywords":"Computer science; Smartphone application; Human–computer interaction; World Wide Web; Multimedia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001417467,0.0009064348,0.000594812,0.001540919,0.0004689669,0.00125947,0.001139188,0.0006307218,0.04638932],"category_scores_gemma":[0.003880684,0.000534421,0.0005808283,0.0009518008,0.000238989,0.00204167,0.003134896,0.0008842971,0.02462506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370871,"about_ca_system_score_gemma":0.001253843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002871777,"about_ca_topic_score_gemma":0.004231574,"domain_scores_codex":[0.9994196,0.0001598866,0.00005830673,0.00009182809,0.0001725243,0.00009802066],"domain_scores_gemma":[0.9981876,0.000477696,0.0001530284,0.0002824501,0.0004528621,0.0004463185],"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":[0.002272433,0.000360046,0.0112408,0.001298026,0.0001193785,0.0005819557,0.002536421,0.0005883974,0.009552073,0.00826042,0.6453599,0.3178301],"study_design_scores_gemma":[0.0005985874,0.0005802787,0.0491678,0.0005901961,0.0001038075,0.0006073086,0.001197057,0.01004629,0.006707449,0.01035488,0.9197268,0.0003195081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.06963434,0.002367849,0.225626,0.003323964,0.001871231,0.008604797,0.190262,0.3689993,0.1293106],"genre_scores_gemma":[0.359733,0.003434067,0.2413503,0.004473999,0.001253867,0.01873109,0.1876135,0.02851415,0.154896],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.04638932,"threshold_uncertainty_score":0.1551877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05713576716111084,"score_gpt":0.3356352439009643,"score_spread":0.2784994767398534,"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."}}