{"id":"W2053911945","doi":"10.15273/dmj.vol34no3.3950","title":"Keeping it in the family","year":2007,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007018014,0.0001486835,0.0002089015,0.0001806798,0.0001853361,0.00006256334,0.0007413803,0.0002462695,0.001121492],"category_scores_gemma":[0.00022583,0.00009999986,0.0001216708,0.0003281693,0.0001531678,0.00005433335,0.00002718797,0.001594454,0.000168837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005130063,"about_ca_system_score_gemma":0.0001221663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078352,"about_ca_topic_score_gemma":0.0003420739,"domain_scores_codex":[0.9973089,0.0002505284,0.0006109397,0.0001927578,0.000994456,0.0006424631],"domain_scores_gemma":[0.9986703,0.0005980436,0.0001333638,0.0002742009,0.00005843159,0.0002656862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005129697,0.0009740813,0.02234221,0.00001318098,0.0001772877,0.01078444,0.2449363,0.00001759226,0.0002221921,0.006971,0.1078057,0.605243],"study_design_scores_gemma":[0.003315229,0.0002570222,0.2637222,0.0001552969,0.0000355283,0.004382196,0.09631337,0.0003212222,2.943639e-7,0.003246387,0.6278558,0.0003954047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029952,0.001639243,0.04626848,0.004000775,0.003279814,0.0001237627,0.000002074688,0.00003726883,0.0416534],"genre_scores_gemma":[0.9609193,0.0008993258,0.0002667402,0.03556083,0.002013352,0.000003488853,0.000003091037,0.00002626062,0.0003076301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6048477,"threshold_uncertainty_score":0.9997916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782790396371513,"score_gpt":0.3400015049901264,"score_spread":0.3121736010264112,"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."}}