{"id":"W7096222428","doi":"","title":"Content and Style of Advice in Iran and Canada Le Contenu et la style de conseil en Iran et Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collectivism; Style (visual arts); Multiculturalism; Advice (programming); Content analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0006414467,0.0001011667,0.0001983207,0.00003191394,0.0000285941,0.00001110471,0.0000749461,0.00006269769,0.0002105073],"category_scores_gemma":[0.0001396697,0.0000735381,0.00001161972,0.00003688332,0.00004615655,0.00008300583,0.00003028136,0.000113905,8.141309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004436333,"about_ca_system_score_gemma":0.001076157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997127,"about_ca_topic_score_gemma":0.9998994,"domain_scores_codex":[0.9988903,0.0003633017,0.0002230668,0.0002044457,0.0001251361,0.0001937804],"domain_scores_gemma":[0.998226,0.001401409,0.00006305895,0.0001666045,0.00004327564,0.00009962466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002162676,0.0005499185,0.616542,0.000212426,0.0004225452,0.000834002,0.03334206,0.000008489506,0.02711878,0.01775178,0.2094733,0.09158199],"study_design_scores_gemma":[0.00773824,0.0002017035,0.4093343,0.0001528934,0.00003085526,0.0001472458,0.03079195,0.0001593806,0.0002443496,0.00007442955,0.5507466,0.0003781398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738371,0.0009167527,0.0000408288,0.01106398,0.00010388,0.0001137093,0.00006068484,0.000009425538,0.01385365],"genre_scores_gemma":[0.9915211,0.0003582085,0.00007947919,0.002827459,0.000007506793,0.000006025123,0.000002261381,0.000010973,0.005186963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3412733,"threshold_uncertainty_score":0.2998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083337195551555,"score_gpt":0.2961570950461438,"score_spread":0.2653237230906282,"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."}}