{"id":"W7131269834","doi":"10.1521/jsyt.2025.44.3.1","title":"Prologue: Setting the Stage for This Special Issue","year":2025,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.003237611,0.00008804165,0.0002478556,0.0001300426,0.0007864377,0.0000160753,0.0002349071,0.0001250992,0.0003089748],"category_scores_gemma":[0.0004815861,0.0000505655,0.00008513438,0.0001437692,0.00003353959,0.000113504,0.00001275411,0.0005297127,0.00002954339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236636,"about_ca_system_score_gemma":0.000933327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002652306,"about_ca_topic_score_gemma":0.00001116464,"domain_scores_codex":[0.9981664,0.0005341506,0.0007774635,0.00008282134,0.0001612129,0.0002779893],"domain_scores_gemma":[0.9971922,0.00136272,0.0007997649,0.0001667651,0.00042573,0.0000528366],"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":[0.0006968718,0.00003967103,0.01643434,0.001316212,0.0001004963,7.797967e-7,0.08245175,0.000004395733,0.0009091251,0.001894306,0.8798143,0.01633776],"study_design_scores_gemma":[0.001112046,0.0001554481,0.006340052,0.002592238,0.00004473636,0.00001673305,0.1300816,0.0000114035,0.00004608538,0.001390648,0.8581419,0.00006713856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8288984,0.01300514,0.001113433,0.1139647,0.03525775,0.002681667,0.00002433735,0.00004818096,0.005006355],"genre_scores_gemma":[0.9349233,0.0005612463,0.0008745225,0.005187646,0.0243014,0.0001275847,0.000002694648,0.00002239564,0.03399919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087771,"threshold_uncertainty_score":0.6048723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159396183284099,"score_gpt":0.437342931825456,"score_spread":0.395748969992615,"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."}}