{"id":"W3118533265","doi":"10.29173/cjfy29600","title":"\"Because Dads Change Diapers Too\": Negotiating Gendered Parenting Discourses on Reddit Parenting Forums","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"CONTEST; Normative; Negotiation; Ethnography; Psychology; Perception; Identity (music); Digital media; Social psychology; Gender studies; Sociology; Developmental psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002159352,0.0002527521,0.0004156737,0.000517221,0.001544927,0.0009938817,0.0004104903,0.0002625431,0.00002191739],"category_scores_gemma":[0.002066913,0.0002520191,0.0001697985,0.0005080959,0.0003145478,0.0007258755,0.00004646334,0.0009547544,0.000001187448],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007714716,"about_ca_system_score_gemma":0.008355021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05322228,"about_ca_topic_score_gemma":0.2358535,"domain_scores_codex":[0.9970785,0.0005256275,0.0006022573,0.0002439423,0.0003903383,0.001159324],"domain_scores_gemma":[0.9970559,0.0003627284,0.0005171799,0.0001431616,0.0003613873,0.001559581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008091603,0.0001227938,0.5979671,0.00005983186,0.0004775985,0.01371171,0.2748774,0.0004690339,0.0002186743,0.06038259,0.006700637,0.04493163],"study_design_scores_gemma":[0.001912872,0.00020673,0.2080026,0.0008384442,0.0001663946,0.003015819,0.7190258,0.00007587046,0.0001149087,0.003786103,0.06195942,0.0008950999],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724526,0.003553127,0.00009260873,0.0033427,0.001101549,0.00009876965,0.00006503687,0.00001887158,0.01927476],"genre_scores_gemma":[0.9958501,0.001245922,0.0002772601,0.001554074,0.000640729,0.000003167604,0.00001288657,0.0000344077,0.0003813913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4441484,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04387760857506725,"score_gpt":0.2890754883362334,"score_spread":0.2451978797611661,"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."}}