{"id":"W4405706998","doi":"10.1521/jsyt.2024.43.2.77","title":"Introduction: Reflecting Back and Looking Forward","year":2024,"lang":"en","type":"article","venue":"Journal of Systemic Therapies","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0008980449,0.00006602939,0.0001767338,0.00005169778,0.0005216846,0.0001808469,0.00008037323,0.00004554808,0.00008969982],"category_scores_gemma":[0.00004866091,0.00004306076,0.00008843793,0.0001406413,0.0001266503,0.0004087912,0.00002468662,0.0001495837,0.00001477202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272171,"about_ca_system_score_gemma":0.00004573844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004607586,"about_ca_topic_score_gemma":0.00005354584,"domain_scores_codex":[0.9992142,0.0001145176,0.0002596447,0.00007934767,0.0002039079,0.0001284205],"domain_scores_gemma":[0.9995882,0.00008357434,0.0001184529,0.00002734972,0.0001455554,0.00003690449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003020593,0.000007732258,0.0004450543,0.0001575509,0.0003464127,0.00003156012,0.9477556,0.000003486093,0.004273081,0.02101536,0.01137332,0.01456068],"study_design_scores_gemma":[0.0001256179,0.0001216132,0.0001652184,0.0009604205,0.00004681707,0.000455304,0.7612216,0.000002760345,0.00005462455,0.004770101,0.2319459,0.0001299663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245152,0.04368452,0.0001112882,0.02185064,0.00375063,0.00009312994,7.935172e-7,0.00003708753,0.00595667],"genre_scores_gemma":[0.9851122,0.003221382,0.0001068646,0.00002521448,0.006984872,8.906588e-7,6.688303e-8,0.000005478646,0.004543038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2205726,"threshold_uncertainty_score":0.4012429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787936619116798,"score_gpt":0.3445724672659831,"score_spread":0.3166931010748151,"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."}}