{"id":"W7000428808","doi":"","title":"Evaluating the value of reflective journalling in training municipal police recruits in British Columbia to promote successful interactions with mental health consumers","year":2013,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Training (meteorology); Context (archaeology); Experiential learning; Journaling file system; Mandate; Value (mathematics); Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002802,0.0001521611,0.000482975,0.00010061,0.001424429,0.002676572,0.0007506615,0.0001104336,0.007577819],"category_scores_gemma":[0.0003664086,0.0002859059,0.00008330702,0.002714549,0.000331819,0.003304131,0.0001504979,0.001349598,0.000005270976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185462,"about_ca_system_score_gemma":0.003532765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8786983,"about_ca_topic_score_gemma":0.9927559,"domain_scores_codex":[0.9935074,0.002699449,0.0008822983,0.0006323159,0.0006703849,0.001608113],"domain_scores_gemma":[0.9977547,0.0008613169,0.0006767145,0.0002845966,0.0001557621,0.0002668942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001302586,0.0007827059,0.2970828,0.00005200462,0.0002867033,0.00001381413,0.1325246,0.003841863,0.0000384111,0.001793069,0.01020832,0.5532455],"study_design_scores_gemma":[0.00629945,0.006630065,0.4173856,0.01170116,0.0001740708,0.0008596411,0.1725096,0.01675495,0.00001856913,0.3133104,0.05172274,0.002633689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501508,0.001007579,0.000004455394,0.003674361,0.000398935,0.003172077,0.00001033587,0.00007475759,0.04150671],"genre_scores_gemma":[0.9905225,0.001381988,0.004504659,0.001023485,0.0003379901,0.0006398116,0.0000209207,0.00006872122,0.001499893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5506119,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909361381091069,"score_gpt":0.3704697517054357,"score_spread":0.331376137894525,"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."}}