{"id":"W2340576192","doi":"10.1145/2872518.2890485","title":"Lookupia","year":2016,"lang":"en","type":"article","venue":"","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Computer science","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":[0.0006162229,0.001272529,0.001074387,0.002089897,0.0008293435,0.00350929,0.002241517,0.001019254,0.09143018],"category_scores_gemma":[0.004091795,0.0007205702,0.001150131,0.002272388,0.0003656498,0.003594432,0.002457095,0.0009558949,0.08792856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873279,"about_ca_system_score_gemma":0.001418734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0063431,"about_ca_topic_score_gemma":0.01063138,"domain_scores_codex":[0.9991931,0.00009217823,0.00007361575,0.000251961,0.0002711913,0.0001178501],"domain_scores_gemma":[0.9989255,0.0002737127,0.00004401087,0.0003334371,0.0003365125,0.00008678043],"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":[0.0009564196,0.000140597,0.003143441,0.001126915,0.0001211499,0.0002923867,0.0002939565,0.002085395,0.004436822,0.01430286,0.8507689,0.1223312],"study_design_scores_gemma":[0.0002288336,0.0001447719,0.002252919,0.0001431704,0.00009717066,0.0005004392,0.0002926793,0.02773505,0.009489564,0.01003321,0.9489973,0.0000849542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.01759516,0.002972546,0.07626189,0.0009130937,0.0008656511,0.0006800582,0.2001358,0.5109108,0.189665],"genre_scores_gemma":[0.09925156,0.002345797,0.1535552,0.001609287,0.0002299068,0.0007258721,0.5854598,0.03472568,0.1220969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09143018,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697537804822122,"score_gpt":0.3110868944309184,"score_spread":0.2941115163826972,"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."}}