{"id":"W7127165723","doi":"10.18357/wg24202222","title":"Using GPS technology to track hitchhiker activity in Northern BC","year":2022,"lang":"","type":"article","venue":"Western Geography","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Global Positioning System; Evening; Demographics; Track (disk drive); Assisted GPS; Northern territory","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001177612,0.0004448337,0.0008392115,0.00138757,0.001680977,0.0001997577,0.001094464,0.0003722617,0.0004240566],"category_scores_gemma":[0.00005828224,0.0005675151,0.0005316163,0.005766892,0.0005093511,0.0003560796,0.0005125359,0.00112534,0.0001481047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004787481,"about_ca_system_score_gemma":0.0004994498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02211763,"about_ca_topic_score_gemma":0.1107779,"domain_scores_codex":[0.9950833,0.0008240951,0.0005883087,0.001061562,0.001038497,0.001404236],"domain_scores_gemma":[0.9985109,0.0001477737,0.0003270576,0.0006110794,0.0001372149,0.0002660023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390654,0.0004553835,0.9540226,0.00002367125,0.00007993874,0.00004851235,0.02061128,0.0004641713,0.0007165357,0.0002250733,0.00001765934,0.02319611],"study_design_scores_gemma":[0.003336655,0.0009320654,0.7365603,0.0001293828,0.0002540883,0.000009133914,0.0764547,0.0003398045,0.0001224136,0.002906618,0.1767199,0.002234923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887025,0.001285209,0.0001351911,0.002719355,0.001991228,0.001490122,0.00006548923,0.0001414047,0.003469548],"genre_scores_gemma":[0.9981614,0.00007507353,0.00004714271,0.0007150348,0.0003249049,0.0001525059,0.000002868193,0.00005453713,0.0004665185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174622,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263573571074697,"score_gpt":0.321877158910201,"score_spread":0.2955198018027313,"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."}}