{"id":"W7099200971","doi":"","title":"CROSS-CULTURAL COUNSELLING: SOME SPECIAL PROBLEMS AND RECOMMENDATIONS FOR THE CANADIAN COUNSELLOR","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":"Point (geometry); Variety (cybernetics); Social work; Relation (database); Service (business)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006041112,0.0001180691,0.0001022575,0.0000444027,0.0007966423,0.0003233139,0.0001639737,0.0001055787,0.00562205],"category_scores_gemma":[0.00004673536,0.00005828425,0.00005235789,0.0000625605,0.0001495551,0.0004175545,0.000005470263,0.00009551984,0.0002482825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003774797,"about_ca_system_score_gemma":0.00006059845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04328653,"about_ca_topic_score_gemma":0.2293064,"domain_scores_codex":[0.999032,0.00003715647,0.0002141694,0.0002730745,0.0001090552,0.0003346021],"domain_scores_gemma":[0.9984719,0.0008616446,0.00005719704,0.0002400252,0.0002342674,0.0001349766],"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":[0.0001687005,0.00007023502,0.0008550924,0.00001279644,0.0001463092,0.000003276967,0.01071324,0.000005461234,0.0002272271,0.1130205,0.2869492,0.5878279],"study_design_scores_gemma":[0.0007093938,0.00006646775,0.0003380707,0.00001112216,0.00002339471,0.00001575095,0.0003012268,0.0001522955,0.000008290081,0.004494,0.9937519,0.0001280493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.235989,0.01494541,0.01508165,0.6298804,0.0232724,0.005291723,0.0009774608,0.0003990493,0.07416294],"genre_scores_gemma":[0.8136621,0.01727263,0.0008592207,0.007310495,0.005900388,0.000384959,0.00006606147,0.00007703441,0.1544672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7068027,"threshold_uncertainty_score":0.9952869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07869267777351212,"score_gpt":0.3692161506197107,"score_spread":0.2905234728461986,"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."}}