{"id":"W240408790","doi":"","title":"The Never-Ending Journey: Constraint, Possibility, and Relational Potential in Family Therapy.","year":2004,"lang":"en","type":"article","venue":"Guidance & counselling","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Constraint (computer-aided design); Psychology; Family therapy; Psychotherapist; Developmental psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001555567,0.0002549548,0.0002413247,0.000106111,0.0005218448,0.0001558635,0.0002771654,0.0001898628,0.0000455172],"category_scores_gemma":[0.00002185206,0.0002146539,0.0001003599,0.0002661624,0.0003681784,0.0002192187,0.0000122279,0.0005363063,0.00002510201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162046,"about_ca_system_score_gemma":0.0001293904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003182,"about_ca_topic_score_gemma":0.0002343064,"domain_scores_codex":[0.997829,0.0001395871,0.0006100577,0.0005058117,0.000357857,0.0005577281],"domain_scores_gemma":[0.9988785,0.0002983066,0.0002024647,0.0003967368,0.0001353291,0.00008863871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002642132,0.0009583419,0.1016746,0.00004864442,0.0005047703,0.0004632307,0.1588415,0.03825588,0.01392807,0.5604568,0.001469983,0.120756],"study_design_scores_gemma":[0.01516449,0.0005472843,0.4966033,0.0005293077,0.00007417621,0.000454047,0.0388482,0.01049095,0.00002156563,0.3561913,0.07908988,0.001985576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133024,0.02294904,0.06049539,0.0004199651,0.001356439,0.0003125176,0.0000130497,0.00007303079,0.001078139],"genre_scores_gemma":[0.9835649,0.01377176,0.001182415,0.0008282865,0.0003158625,0.00002272069,0.000007199523,0.00003766116,0.000269166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3949286,"threshold_uncertainty_score":0.8753334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574058113345743,"score_gpt":0.3008542014661158,"score_spread":0.2651136203326584,"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."}}