{"id":"W2761717140","doi":"","title":"Counseling Canadian Aboriginal Peoples: Alliance, Outcome, and Counselor Training Level","year":2014,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alliance; Training (meteorology); Psychology; Outcome (game theory); Medical education; Medicine; Political science; Geography; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.001080958,0.0002712127,0.0003301285,0.0003987459,0.0007495321,0.0002509081,0.0004584511,0.0003140504,0.000839407],"category_scores_gemma":[0.0001136498,0.0003107631,0.00009140759,0.0006041717,0.000104322,0.0007343508,0.000026345,0.0008379595,0.0002728888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248676,"about_ca_system_score_gemma":0.0003235786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02191283,"about_ca_topic_score_gemma":0.1416969,"domain_scores_codex":[0.9978938,0.0002464194,0.0002610956,0.0006254981,0.0002898037,0.0006834483],"domain_scores_gemma":[0.9982373,0.0004460627,0.0001248165,0.0004580422,0.0001940844,0.0005396925],"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":[0.001204522,0.0003394541,0.2594533,0.0002170624,0.0008589298,0.001929541,0.09589726,0.0005284086,0.0003439772,0.1521525,0.02087213,0.4662029],"study_design_scores_gemma":[0.001169049,0.00007578265,0.01390109,0.00008135844,0.0001008631,0.00005567061,0.00968248,0.0004744364,7.992638e-7,0.00009057568,0.9739492,0.0004187133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192854,0.001926121,0.006541991,0.001895471,0.001845947,0.0003139356,0.00006333136,0.0001956742,0.06793211],"genre_scores_gemma":[0.9760522,0.001703982,0.001797731,0.001059061,0.0002635255,0.000001501316,0.00002530282,0.00004412725,0.01905255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.953077,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796846329586877,"score_gpt":0.3031090700404814,"score_spread":0.2551406067446126,"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."}}