{"id":"W1866725850","doi":"10.1111/soru.12045","title":"Help‐seeking among Male Farmers: Connecting Masculinities and Mental Health","year":2014,"lang":"en","type":"article","venue":"Sociologia Ruralis","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Pride; Rurality; Psychosocial; Psychology; Social psychology; Medicine; Rural area; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00110419,0.0001030671,0.0002138692,0.00003341236,0.00187246,0.0001128268,0.000120492,0.00008350202,0.00005107597],"category_scores_gemma":[0.0002309182,0.00009543869,0.00006951801,0.00006400149,0.0003276734,0.0001799593,0.0001059961,0.0001288335,0.0000155169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008850761,"about_ca_system_score_gemma":0.00002924914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266119,"about_ca_topic_score_gemma":0.00480557,"domain_scores_codex":[0.9987124,0.0003555914,0.000169373,0.0002007612,0.0001665726,0.0003952578],"domain_scores_gemma":[0.9995994,0.00008787575,0.0001155963,0.00007627196,0.00003851211,0.00008231986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005100449,0.00001952584,0.6264437,0.00005124603,0.00008625934,0.000001110631,0.3350218,0.000002443713,0.0000526779,0.01245612,0.01979629,0.006063785],"study_design_scores_gemma":[0.000244131,0.00006421877,0.04780384,0.00002610299,0.000007458882,0.000001813763,0.9344637,0.0000334315,0.000004312427,0.002436453,0.01474603,0.0001684755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562434,0.0009414694,0.00009582718,0.0368381,0.000434702,0.0001749561,0.000009598616,0.000100815,0.005161138],"genre_scores_gemma":[0.9967261,0.001462351,0.0002167923,0.0006158843,0.0002594798,0.000007125935,0.000009922926,0.000007293011,0.0006950643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.599442,"threshold_uncertainty_score":0.999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342916617994977,"score_gpt":0.3063506676043075,"score_spread":0.2729215014243577,"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."}}