{"id":"W2988850464","doi":"10.1002/symb.459","title":"Doing Fatherhood Online: Men's Parental Identities, Experiences, and Ideologies on Social Media","year":2019,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Generativity; Ideology; Sociology; Perspective (graphical); Identity (music); Gender studies; The Internet; Social media; Social psychology; Psychology; Politics; Aesthetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529032,0.000360675,0.0003719426,0.0009379275,0.006058139,0.00487304,0.0004314439,0.0005800196,0.003253713],"category_scores_gemma":[0.004718992,0.0004385919,0.0001434287,0.0008556141,0.005232866,0.003392023,0.003894556,0.001419773,0.0002824479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760255,"about_ca_system_score_gemma":0.0009111736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689634,"about_ca_topic_score_gemma":0.006331408,"domain_scores_codex":[0.9978335,0.001590398,0.00004673237,0.0001139309,0.0001764772,0.0002388955],"domain_scores_gemma":[0.99681,0.002275374,0.0003688877,0.00008390155,0.0001051258,0.0003566954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000255992,0.00003139819,0.01317645,0.00002722366,0.000003969654,0.0005165946,0.9786338,0.000008844367,0.000401748,0.001210802,0.000304097,0.005659515],"study_design_scores_gemma":[0.000002535349,0.00004254888,0.006851966,0.00004639828,0.000003987048,0.0003310468,0.9870936,0.00002197954,0.0001758708,0.0001382242,0.005284458,0.000007348321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926021,0.0005833834,0.0002513419,0.000622551,0.00004260805,0.000008882597,0.00002869972,0.000006273011,0.005854126],"genre_scores_gemma":[0.9970444,0.0005090563,0.0001185384,0.0001320113,0.00001787936,0.000009906082,0.00002006495,0.000008173683,0.002140008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006058139,"threshold_uncertainty_score":0.01337492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095060188418243,"score_gpt":0.3305275579888313,"score_spread":0.2995769561046489,"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."}}