{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001803885,0.000182112,0.0001741133,0.001379338,0.001667967,0.0008839357,0.000453798,0.0002112286,0.002157508],"category_scores_gemma":[0.001083892,0.0001756997,0.00007423011,0.00420902,0.0004777917,0.0002735839,0.0007062191,0.0003375824,0.0005354809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005616648,"about_ca_system_score_gemma":0.005760413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9728687,"about_ca_topic_score_gemma":0.9931297,"domain_scores_codex":[0.9996936,0.00004449544,0.00001643453,0.00005918617,0.0001088908,0.0000773525],"domain_scores_gemma":[0.9991448,0.00006257163,0.0001135146,0.00003840037,0.0005105829,0.0001301396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000978782,0.0000821003,0.9075664,0.000136374,0.00004047437,0.0005498946,0.01132699,0.0007701944,0.003141067,0.0002210706,0.006217513,0.06985001],"study_design_scores_gemma":[0.000004192584,0.00002583175,0.9831261,0.00004269545,0.000009588295,0.00007639358,0.010798,0.0006727108,0.0002872927,0.00003461598,0.004909982,0.00001253808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853172,0.0002412585,0.000533368,0.0001782114,0.000008277453,0.0001145417,0.002876259,0.0000444806,0.01068658],"genre_scores_gemma":[0.989734,0.0004636217,0.001219523,0.00006661192,0.000004326143,0.0001069427,0.001585145,0.00001026556,0.006809676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02713132,"threshold_uncertainty_score":0.05458212,"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."}}