{"id":"W1038701655","doi":"","title":"The transformations of family Relationships in Italy","year":2014,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.001246313,0.00013506,0.0004293437,0.0003340692,0.0003863603,0.00006782127,0.0002468759,0.00003389272,0.000001481518],"category_scores_gemma":[0.0001783524,0.00007917423,0.0001041999,0.000644592,0.0001767972,0.00160303,0.00004629329,0.0002683348,0.00001993644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002781069,"about_ca_system_score_gemma":0.00002808599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002018579,"about_ca_topic_score_gemma":0.0001118575,"domain_scores_codex":[0.9985593,0.00004918669,0.0008243969,0.00007199866,0.0003365266,0.0001585714],"domain_scores_gemma":[0.9979332,0.0004547878,0.0006537788,0.0001125745,0.0008380744,0.000007581812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001487135,0.0008382773,0.6779235,0.001013518,0.001008121,0.00001274083,0.01833114,0.02762302,0.006779,0.1291494,0.1149794,0.02085477],"study_design_scores_gemma":[0.001015011,0.00005002687,0.9211793,0.0003678758,0.00005940445,0.000001380806,0.02547581,0.004816846,0.00005713254,0.007843284,0.03898771,0.0001462486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977435,0.00403764,0.0007320145,0.0008567858,0.0005107293,0.0001148639,6.344603e-7,0.000007971707,0.01630435],"genre_scores_gemma":[0.9985411,0.000731364,0.0001151347,0.0002879416,0.0002723594,0.000005869523,0.00000119232,0.000005895483,0.00003917057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432558,"threshold_uncertainty_score":0.3228631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291000201398763,"score_gpt":0.3249906002764101,"score_spread":0.1958905801365338,"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."}}