{"id":"W4362504947","doi":"10.56645/jmde.v3i4.83","title":"American Evaluation Association","year":2006,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Psychology; Psychotherapist","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06676973,0.0001657123,0.000396558,0.0007131931,0.0002579569,0.000235857,0.0004474178,0.00008348229,0.001732419],"category_scores_gemma":[0.005915922,0.0001227184,0.000252252,0.00118955,0.00005464983,0.001357868,0.00006503518,0.0002491735,0.0002553151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532801,"about_ca_system_score_gemma":0.001145194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003373453,"about_ca_topic_score_gemma":0.0001676237,"domain_scores_codex":[0.9835074,0.002090052,0.001978865,0.0002929886,0.01187753,0.0002531557],"domain_scores_gemma":[0.9851593,0.001279559,0.004204542,0.0003681362,0.008896633,0.00009180347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002062987,0.0005100397,0.4075599,0.000004058996,0.00006624311,0.000002683699,0.001181928,0.1650438,0.005027703,0.000351764,0.02391721,0.3961284],"study_design_scores_gemma":[0.001565642,0.0002873642,0.6307778,0.00001715977,0.0001694239,0.00001317009,0.00109818,0.3424588,0.0005057204,0.02098011,0.002002029,0.0001245541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813612,0.0002286333,0.003196411,0.005101102,0.001349181,0.0005237914,0.000004928995,0.00001310646,0.008221703],"genre_scores_gemma":[0.9952995,0.00001932453,0.002866098,0.00005681981,0.0008128215,0.00002462093,0.00002496587,0.00001224191,0.0008836084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960038,"threshold_uncertainty_score":0.9991801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641309330495719,"score_gpt":0.5246990005505626,"score_spread":0.3605680675009907,"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."}}