{"id":"W2188456312","doi":"10.25071/1927-9833.39585","title":"Fathers and Families: A Cultural Inquiry","year":2015,"lang":"en","type":"article","venue":"International Journal for Family Research and Policy","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reproduction; Context (archaeology); Sociology; Identity (music); Gender studies; Social psychology; Psychology; Aesthetics; History","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":[0.002016098,0.00006903354,0.00008401984,0.0004079099,0.0007268018,0.0005625637,0.0002811423,0.00008712749,0.000003266249],"category_scores_gemma":[0.00147683,0.00005466739,0.00003996027,0.0002045049,0.0006991743,0.0003450466,0.00008329753,0.0003235534,0.000008516692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238281,"about_ca_system_score_gemma":0.0006497607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834209,"about_ca_topic_score_gemma":0.000360461,"domain_scores_codex":[0.9984561,0.000162115,0.0001636585,0.000126718,0.0007539356,0.0003374956],"domain_scores_gemma":[0.9979508,0.0003242999,0.0000457587,0.0000482293,0.0011928,0.0004381136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003185873,0.00009983046,0.01282965,0.000009470053,0.0001822726,0.00002722384,0.1024956,0.0000348995,0.0002922349,0.7643527,0.06790493,0.05145261],"study_design_scores_gemma":[0.001344947,0.0002718839,0.008308097,0.00004872026,0.000004685767,0.00005168005,0.1240139,0.0005260806,0.000002774861,0.181311,0.6839688,0.0001474017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488519,0.001163576,0.0002663691,0.01770022,0.001298781,0.0002266744,0.00003377858,0.00001894209,0.03043977],"genre_scores_gemma":[0.9850923,0.005628498,0.000498365,0.0004536771,0.002781184,0.00001411237,0.00000833229,0.00001019665,0.00551333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160638,"threshold_uncertainty_score":0.5590045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.334236966905907,"score_gpt":0.5330519676956244,"score_spread":0.1988150007897174,"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."}}