{"id":"W2612811285","doi":"10.15173/m.v1i24.844","title":"The Mental Handicap of a Hostile Environment","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mental health; Psychology; Peer review; Psychiatry; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007802091,0.0005116136,0.0004341649,0.000842141,0.006930958,0.002935212,0.0005484134,0.001358357,0.005006744],"category_scores_gemma":[0.002371627,0.000218809,0.0003491174,0.00035302,0.02463652,0.002831636,0.006852982,0.004498994,0.0006698722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636686,"about_ca_system_score_gemma":0.001771035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007773968,"about_ca_topic_score_gemma":0.01243046,"domain_scores_codex":[0.9988621,0.0004447317,0.00002074257,0.000100608,0.0002202705,0.0003514995],"domain_scores_gemma":[0.9988601,0.000173012,0.0002772149,0.000123664,0.00009760648,0.0004683275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001946469,0.0002944723,0.0547514,0.0007005864,0.0003670412,0.02351061,0.319764,0.0007006408,0.006008497,0.2763014,0.1609104,0.1564963],"study_design_scores_gemma":[0.00006232158,0.0004546351,0.07538283,0.002199916,0.00011551,0.04409131,0.3385017,0.0003214408,0.001062013,0.1091053,0.4284497,0.0002532949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5314112,0.01873264,0.002755062,0.210597,0.003656383,0.00006026094,0.0002425884,0.0003524638,0.2321924],"genre_scores_gemma":[0.970239,0.005957788,0.0006523269,0.01284407,0.0005359366,0.00002775034,0.0000249424,0.00003722484,0.00968091],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.007773968,"threshold_uncertainty_score":0.0167492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357273572315084,"score_gpt":0.3360545605238039,"score_spread":0.3224818248006531,"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."}}