{"id":"W2107753302","doi":"10.1037/a0027731","title":"Assessing the publication productivity of clinical psychology professors in Canadian Psychological Association-accredited Canadian psychology departments.","year":2012,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Association (psychology); Consulting psychology; Accreditation; Professional psychology; Applied psychology; Psychological research; Productivity; Professional association; School psychology; Medical education; Clinical psychology; Social psychology; Public relations; Psychotherapist; Political science; Burnout; Medicine","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","metaepi_narrow","bibliometrics","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics","research_integrity","insufficient_payload"],"category_scores_codex":[0.08694803,0.0008057229,0.001671627,0.04639855,0.001037904,0.000896318,0.007438545,0.002512818,0.003235308],"category_scores_gemma":[0.09504811,0.0006350398,0.0005137099,0.07249781,0.001437098,0.001856607,0.0002074219,0.003216254,0.001117587],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004390497,"about_ca_system_score_gemma":0.005605391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9426224,"about_ca_topic_score_gemma":0.9983535,"domain_scores_codex":[0.9770887,0.004801506,0.004127738,0.003240108,0.002587071,0.008154809],"domain_scores_gemma":[0.9753357,0.003804374,0.001805284,0.004730569,0.004033709,0.01029043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003191539,0.0003249156,0.6975903,0.000002914797,0.00007235985,0.00006762357,0.0002009647,0.000002966389,0.00004193233,0.0007027684,0.2538439,0.04711741],"study_design_scores_gemma":[0.001080674,0.0002264803,0.6951351,0.000008449631,0.00002067217,0.00009692083,0.0003388063,0.00003620773,0.00000488747,0.001710816,0.300879,0.0004619784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218268,0.0009722629,0.00006235569,0.08592092,0.01398445,0.001701611,0.0005832431,0.00005823014,0.0748901],"genre_scores_gemma":[0.9705607,0.0002647387,0.0005592332,0.02606063,0.0008665837,0.0002954545,0.0002029051,0.00007945429,0.00111026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487339,"threshold_uncertainty_score":0.9996601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7920265339930753,"score_gpt":0.6846769874817195,"score_spread":0.1073495465113559,"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."}}