{"id":"W2058718368","doi":"10.1177/0264550503502001","title":"Skills and Knowledge for Contemporary Probation Practice","year":2003,"lang":"en","type":"article","venue":"Probation Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Interview; Interpersonal communication; Psychology; Social skills; Politics; Medical education; Public relations; Applied psychology; Sociology; Social psychology; Political science; Developmental psychology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705457,0.00005345423,0.00007710678,0.0001050345,0.0009147627,0.0002111025,0.00004476835,0.00004551856,0.0000529313],"category_scores_gemma":[0.002542325,0.00005030504,0.0000473757,0.000228723,0.00004998423,0.0006893414,0.000004200158,0.00009739908,0.000009474555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007583696,"about_ca_system_score_gemma":0.0004427698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000074625,"about_ca_topic_score_gemma":0.0004060737,"domain_scores_codex":[0.999155,0.0002820092,0.0001931736,0.0001007568,0.0001471525,0.0001218683],"domain_scores_gemma":[0.9987606,0.0002877457,0.000190237,0.00004245095,0.0006257833,0.00009315168],"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":[0.000108419,0.001250516,0.00473479,0.0001030172,0.0002172342,0.000005714461,0.1668206,0.0001535663,0.0002650106,0.2215597,0.01771504,0.5870664],"study_design_scores_gemma":[0.0006436427,0.0001593873,0.0002907441,0.00004638878,0.0002815505,0.00006687487,0.2204177,0.000274459,0.0001267834,0.009328977,0.7681839,0.0001795575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.235103,0.005626363,0.5305685,0.01085666,0.002756626,0.002044331,0.000006399469,0.0001464047,0.2128917],"genre_scores_gemma":[0.990649,0.0004920964,0.006466533,0.0001474159,0.0003423043,0.00003461658,0.000002738854,0.000006735779,0.001858505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7555461,"threshold_uncertainty_score":0.7035708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828946752098366,"score_gpt":0.370857362907394,"score_spread":0.3325678953864103,"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."}}