{"id":"W1860805540","doi":"10.21083/surg.v5i2.1570","title":"University students’ propensity towards white-collar versus street crime","year":2012,"lang":"en","type":"article","venue":"SURG Journal","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commit; Collar; White-collar crime; Criminology; White (mutation); Affect (linguistics); Psychology; Personality; Social psychology; Control (management); Business; Computer science; Economics; Management; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007137355,0.0002128419,0.0002846287,0.001631328,0.0007814614,0.001470248,0.0002545473,0.000673765,0.004510456],"category_scores_gemma":[0.004454189,0.0001984675,0.0004361556,0.0008036715,0.000649574,0.0004791819,0.0008845967,0.001025363,0.0007088428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165201,"about_ca_system_score_gemma":0.0004047384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006195467,"about_ca_topic_score_gemma":0.009298339,"domain_scores_codex":[0.9995358,0.0001088823,0.00005634965,0.0000550651,0.00009548628,0.0001484919],"domain_scores_gemma":[0.9953216,0.0005425729,0.001789756,0.000167543,0.0002981188,0.00188038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057102,0.0002719439,0.9970017,0.000003887092,0.00002465865,0.00004637974,0.0005358746,0.00005347212,0.0002020801,0.00005388878,0.000102515,0.001597814],"study_design_scores_gemma":[0.000003909717,0.0001194801,0.9979518,0.000005197179,0.000008235017,0.00005798068,0.001428267,0.0001531573,0.0001255104,0.00003840862,0.0001018866,0.000006196106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996427,0.00001766198,0.000005518242,0.00002347026,0.000002536415,0.000002357858,0.00001886435,8.658596e-7,0.0002860476],"genre_scores_gemma":[0.9996322,0.00002601858,0.000008468065,0.00001320022,0.000003019543,0.000001976913,0.00004113608,6.883894e-7,0.0002733563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006195467,"threshold_uncertainty_score":0.01508898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175801856485223,"score_gpt":0.3749819897118131,"score_spread":0.2574018040632908,"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."}}