{"id":"W4415702787","doi":"10.1080/09589236.2025.2580400","title":"Maternal responsibilization in times of crisis: transition to motherhood and collective anxiety in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Gender Studies","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Brock University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transition (genetics); Anxiety; Work (physics); Qualitative research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204148,0.00005653096,0.0002603366,0.0002008925,0.00001815712,0.000001834948,0.00002197347,0.00001760457,0.000007446235],"category_scores_gemma":[0.00003819143,0.00004516738,0.00001651495,0.0001714684,0.00001102412,0.00003501753,0.00001182414,0.00008034131,7.416207e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044886,"about_ca_system_score_gemma":0.0004899997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02322623,"about_ca_topic_score_gemma":0.1060295,"domain_scores_codex":[0.999298,0.00006099396,0.0003655236,0.00006490823,0.0001258021,0.00008480861],"domain_scores_gemma":[0.9997044,0.00003993037,0.00008665012,0.00003751283,0.00009881636,0.000032752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005388458,0.0001250483,0.9625414,0.003687905,0.0002255885,0.0001088267,0.0252864,0.0003542534,0.0004530908,0.00006902308,0.001124394,0.0006356287],"study_design_scores_gemma":[0.001387048,0.0002382657,0.9731598,0.003980453,0.00003520885,0.00004332882,0.01122975,0.00003395764,0.008872737,0.0009586886,0.00002146325,0.00003922771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924722,0.004663779,0.00003609418,0.002237153,0.000143035,0.0001595932,0.00000398051,9.52273e-7,0.0002832136],"genre_scores_gemma":[0.9979637,0.001130801,0.0001740284,0.0005692508,0.00001200698,0.000003613807,1.145007e-7,0.000002911046,0.0001435706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08280323,"threshold_uncertainty_score":0.9832782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02407542983735935,"score_gpt":0.3191668020370905,"score_spread":0.2950913721997312,"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."}}