{"id":"W4206655052","doi":"10.47634/cjcp.v55i4.74571","title":"Reviewer Acknowledgement","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychological Treatments and Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Acknowledgement; Psychology; Medical education; Psychotherapist; Psychoanalysis; Pedagogy; Medicine; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006040462,0.0001166412,0.0002108803,0.0001625832,0.0002950114,0.00003962903,0.0002042847,0.00003311579,0.01418365],"category_scores_gemma":[9.770941e-7,0.00009559212,0.00009075931,0.0001645682,0.0000518717,0.00003714287,1.678356e-7,0.0002583713,0.00003469237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002410072,"about_ca_system_score_gemma":0.0000618753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007290411,"about_ca_topic_score_gemma":0.0001424663,"domain_scores_codex":[0.9989578,0.0001628609,0.0003102351,0.0001575252,0.0001551999,0.000256353],"domain_scores_gemma":[0.9990788,0.00004089205,0.0001909879,0.0001644017,0.0001803885,0.0003445814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002336315,0.000442259,0.005985857,0.00001298038,0.0007846089,0.0004497265,0.01266601,0.00004228456,0.00005142407,0.01543966,0.5022848,0.4616067],"study_design_scores_gemma":[0.001053739,0.000520482,0.0007288068,0.00002006826,0.00001861671,0.0000998061,0.0001271107,0.000001981752,0.000001136743,0.02315696,0.9741678,0.0001035289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4837557,0.4239898,0.0244592,0.002906997,0.03255377,0.0006016313,0.0001030834,0.00002740591,0.03160235],"genre_scores_gemma":[0.6963028,0.2524253,0.0006729522,0.01465132,0.002463146,0.0001031192,0.00001386535,0.0001177072,0.03324981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4718829,"threshold_uncertainty_score":0.9867175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310396272126125,"score_gpt":0.3418369461092709,"score_spread":0.2987329833880096,"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."}}