{"id":"W2503531501","doi":"10.1002/9781119085621.wbefs146","title":"Marriage Promotion Policy","year":2016,"lang":"en","type":"other","venue":"Encyclopedia of Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Promotion (chess); Poverty; Welfare; Government (linguistics); Economic growth; Work (physics); Political science; Public policy; Public administration; Economics; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003859962,0.0002186446,0.000421324,0.0003981338,0.0002322097,0.0000105837,0.0002616198,0.0003187652,0.0002320599],"category_scores_gemma":[0.0005962956,0.0001624645,0.0001236302,0.0002679906,0.0006850825,0.00005321876,0.00009373082,0.0001387119,0.0002457476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136644,"about_ca_system_score_gemma":0.0003426223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778541,"about_ca_topic_score_gemma":0.001878147,"domain_scores_codex":[0.9985064,0.0001860177,0.0002886433,0.000269582,0.0004349915,0.0003143506],"domain_scores_gemma":[0.9990534,0.0001944869,0.0003323978,0.0002363554,0.0001106334,0.00007270584],"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":[0.000002510285,0.0000505979,0.001417308,0.0001001371,0.0002385104,0.000003391112,0.003894591,2.879936e-7,0.000007876079,0.07951119,0.9057392,0.009034409],"study_design_scores_gemma":[0.0001658559,0.00002599832,0.002419086,0.0003660226,0.00004448796,9.018108e-8,0.002562639,2.924085e-7,1.969619e-7,0.006694076,0.9875048,0.000216454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001953898,0.007887622,0.00004524665,0.001508188,0.001780728,0.0004432453,0.00008852981,0.0001576804,0.9878933],"genre_scores_gemma":[0.000770053,0.13025,0.0003943244,0.00004407334,0.001981858,0.00003670364,0.000007356207,0.0001296813,0.8663859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1223624,"threshold_uncertainty_score":0.6625109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540612090527165,"score_gpt":0.3773093290694313,"score_spread":0.3232481200167148,"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."}}