{"id":"W199631910","doi":"10.26076/a8b8-08c0","title":"Theory of Change Projects Used in Marriage and Family Therapy Programs","year":2021,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theory of change; Epistemology; Sociology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.000156889,0.0002061438,0.0003110916,0.0003396215,0.00006473323,0.00007324605,0.0002296807,0.0001086481,0.00002208184],"category_scores_gemma":[0.00000951129,0.0002227496,0.00009608496,0.0007673276,0.0002189744,0.0003377444,0.00009842348,0.0002051313,0.00000692809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000508528,"about_ca_system_score_gemma":0.00006613979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000188728,"about_ca_topic_score_gemma":0.0004411688,"domain_scores_codex":[0.998769,0.0001851797,0.0001931427,0.0003661596,0.0001421895,0.0003443701],"domain_scores_gemma":[0.9991735,0.0001463653,0.0001090234,0.0003815892,0.0001010213,0.00008844941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002398397,0.002580886,0.3997078,0.0000873973,0.0005536026,0.00233529,0.1596962,0.00000679697,0.0006614296,0.03804693,0.0001365849,0.3937887],"study_design_scores_gemma":[0.01757954,0.002488204,0.5255936,0.0004261947,0.0001016254,0.00008439102,0.2972144,0.000193447,0.00005443112,0.0156084,0.1386146,0.002041171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808845,0.0007366408,0.0002693997,0.00004460864,0.0001601779,0.000464864,0.0001676205,0.00006975733,0.01720243],"genre_scores_gemma":[0.9967356,0.000583788,0.0000425436,0.00009804072,0.00001683242,0.000004184721,0.00009081743,0.00002825591,0.002399889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3917475,"threshold_uncertainty_score":0.9083463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0686430939658089,"score_gpt":0.2613405007291695,"score_spread":0.1926974067633606,"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."}}