{"id":"W4405970770","doi":"10.1017/9781009471527.015","title":"Behavioural Aspects and Human Factors","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology","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":[0.0006168831,0.0006636407,0.0005972557,0.00105443,0.0004053759,0.002713757,0.0004399844,0.0008721706,0.03340578],"category_scores_gemma":[0.001638188,0.0003106375,0.0002150341,0.0016002,0.002358588,0.001487839,0.0009474222,0.0008426994,0.003485741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083312,"about_ca_system_score_gemma":0.0007237077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00836565,"about_ca_topic_score_gemma":0.008125039,"domain_scores_codex":[0.9995649,0.0001857399,0.00001957406,0.00004874631,0.0001511905,0.00002985189],"domain_scores_gemma":[0.999418,0.0004128034,0.00002225904,0.0000462682,0.00006299619,0.00003758899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008688391,0.0001169054,0.00363768,0.001365739,0.00005057971,0.0004120512,0.01028883,0.001341833,0.00334235,0.3181108,0.05147183,0.6097746],"study_design_scores_gemma":[0.0000265233,0.0001681308,0.06852867,0.00144913,0.00005525178,0.001022783,0.01067609,0.001201243,0.0007239243,0.2100712,0.706017,0.00006008688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02540868,0.2345188,0.01792673,0.009015398,0.001526632,0.00008485465,0.0006806179,0.0002277584,0.7106105],"genre_scores_gemma":[0.4537978,0.1518454,0.008741588,0.001670338,0.001194344,0.0003738857,0.0006998094,0.000157999,0.3815189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03340578,"threshold_uncertainty_score":0.1117535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914265940906208,"score_gpt":0.2501189590965726,"score_spread":0.2109762996875105,"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."}}