{"id":"W4210538766","doi":"10.1177/01632787211073194","title":"Causal Mediation Analysis in Single Case Experimental Designs: Introduction to the Special Issue","year":2022,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mediation; Causal inference; Causal model; Computer science; Causal analysis; Outcome (game theory); Variable (mathematics); Psychology; Econometrics; Management science; Data science; Cognitive psychology; Risk analysis (engineering); Medicine; Statistics; Engineering; Mathematics; Social science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00482609,0.0001145933,0.0001893243,0.0001674947,0.001991554,0.00001482848,0.0001773625,0.00004566887,0.02980458],"category_scores_gemma":[0.0001149286,0.00006680726,0.00006446663,0.00161111,0.00004692833,0.00004504462,0.0001318468,0.0004218437,0.0002856503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500398,"about_ca_system_score_gemma":0.00007075758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000716897,"about_ca_topic_score_gemma":0.00169524,"domain_scores_codex":[0.993635,0.004718751,0.000452786,0.0003594543,0.0005291627,0.0003048319],"domain_scores_gemma":[0.9990798,0.0002056279,0.0002027592,0.0003664567,0.00007307941,0.00007225114],"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":[0.0004132277,0.001747289,0.004750806,0.000003138807,0.0001235184,0.00002332367,0.1355281,0.002599261,0.0002245445,0.0007848216,0.7743402,0.07946184],"study_design_scores_gemma":[0.00222864,0.002482381,0.2956623,0.00001012637,0.0003919789,0.0001402541,0.2861677,0.0009214816,0.00004711789,0.001076218,0.4104234,0.0004483518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6862055,0.0008772864,0.0003351496,0.3001269,0.008113033,0.003120485,0.00003781785,0.00004723828,0.001136593],"genre_scores_gemma":[0.9870103,0.000004143832,0.00006494056,0.003809897,0.004382894,0.002953737,0.00007447718,0.000009156267,0.00169046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639168,"threshold_uncertainty_score":0.9993077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5170953304107206,"score_gpt":0.5221333027951004,"score_spread":0.005037972384379752,"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."}}