{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112684,0.0001977821,0.0002233192,0.0006902142,0.004035282,0.001249504,0.0002672325,0.0003322053,0.00436934],"category_scores_gemma":[0.001589518,0.0001802412,0.0001000165,0.0005348998,0.002190519,0.0006463659,0.001174146,0.0004540964,0.0001392153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232201,"about_ca_system_score_gemma":0.001712451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0515576,"about_ca_topic_score_gemma":0.1472445,"domain_scores_codex":[0.9993811,0.0003362485,0.00001069762,0.00003208501,0.00007256789,0.000167304],"domain_scores_gemma":[0.9991632,0.0003537831,0.0002293395,0.00001672768,0.00007649788,0.0001606304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007227978,0.0001358189,0.3704888,0.0001576689,0.00002179331,0.00212344,0.6001183,0.00003369618,0.001527967,0.002133709,0.00137297,0.02181354],"study_design_scores_gemma":[0.000003671749,0.0001058812,0.1707641,0.00008712274,0.000007970216,0.0005629768,0.8225734,0.00005265588,0.000121687,0.000356428,0.00535301,0.0000111668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963387,0.0003415413,0.0000549172,0.000835294,0.00001133463,0.000009311066,0.00001662064,9.015988e-7,0.00239152],"genre_scores_gemma":[0.9990609,0.0002279317,0.00003930894,0.0001470897,0.000006221358,0.00000483848,0.000003676129,4.480412e-7,0.0005096033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0515576,"threshold_uncertainty_score":0.102515,"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."}}