{"id":"W1944783230","doi":"","title":"Content and Style of Advice in Iran and Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collectivism; Advice (programming); Multiculturalism; Individualism; Psychology; Content (measure theory); Style (visual arts); Social psychology; Adjunct; Individualistic culture; Content analysis; Pedagogy; Sociology; Social science; Political science; Law; Linguistics; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002043057,0.0001394866,0.0003563972,0.002486158,0.003250821,0.001604329,0.0008259483,0.0006098191,0.002321179],"category_scores_gemma":[0.02424247,0.0001420686,0.0002059112,0.004239336,0.001939478,0.0004314567,0.0008416533,0.0009121117,0.0001299915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02368592,"about_ca_system_score_gemma":0.03343585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7987031,"about_ca_topic_score_gemma":0.8660954,"domain_scores_codex":[0.996962,0.0006252137,0.0002144218,0.0002179967,0.001525656,0.0004546835],"domain_scores_gemma":[0.9830646,0.00665523,0.002073428,0.0002592538,0.005856937,0.002090539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007591445,0.0003844784,0.273994,0.001162115,0.00006558621,0.001411527,0.4441605,0.0003599146,0.002838566,0.002525906,0.01354626,0.258792],"study_design_scores_gemma":[0.0000508665,0.0001769751,0.7553883,0.000600876,0.0000473967,0.0008010965,0.1835854,0.0007183907,0.0005837575,0.0004491564,0.05750721,0.00009052382],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840323,0.0009781409,0.0001705452,0.002275359,0.00005184743,0.0001228477,0.0003480903,0.0000351161,0.01198569],"genre_scores_gemma":[0.993874,0.001568236,0.000787374,0.0006426874,0.00002470135,0.00007104197,0.0002519639,0.00002265032,0.002757312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012969,"threshold_uncertainty_score":0.4049647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154839895841263,"score_gpt":0.2688936795608952,"score_spread":0.2373452806024825,"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."}}