{"id":"W7163528304","doi":"10.3138/jcfs.55.4.01","title":"Editorial Comments","year":2024,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","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":[0.008019732,0.00008928823,0.000370433,0.0001360958,0.0004158684,0.0001308978,0.000202509,0.0000528759,0.0000138763],"category_scores_gemma":[0.001205374,0.00006159706,0.0001371389,0.0003310379,0.001109635,0.0003514,0.00005087701,0.000549792,0.00003141548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852063,"about_ca_system_score_gemma":0.0004253207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004416736,"about_ca_topic_score_gemma":0.00004648724,"domain_scores_codex":[0.9962367,0.002031371,0.0003568848,0.00008761845,0.001069333,0.0002180697],"domain_scores_gemma":[0.9939157,0.004475527,0.0001236626,0.00004803518,0.001330336,0.0001066864],"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":[0.00003981318,0.00002943324,0.00007218651,0.00002518529,0.000427323,0.00001061034,0.1310719,0.0000038714,0.0001749598,0.06218856,0.8047609,0.001195308],"study_design_scores_gemma":[0.0001403305,0.000189724,0.0002027384,0.0001669401,0.00002074924,4.569162e-7,0.1291248,0.000006384093,0.00003265424,0.04917987,0.8208746,0.00006073251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1371872,0.1750279,0.009682023,0.0579324,0.4987803,0.0005993109,0.00003388952,0.0001130848,0.1206439],"genre_scores_gemma":[0.7844913,0.02173376,0.008156934,0.000495503,0.1822833,0.00001123193,5.704342e-7,0.00001676855,0.00281063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6473041,"threshold_uncertainty_score":0.4088496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5732473712671953,"score_gpt":0.6564882841382279,"score_spread":0.08324091287103264,"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."}}