{"id":"W2350965667","doi":"10.1111/cag.12276","title":"Fostering student mental well‐being through supportive learning communities","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental distress; Distress; Psychology; Work (physics); Psychotherapist; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002031832,0.0003311141,0.000263288,0.0005834092,0.002300425,0.002121328,0.001352185,0.0007664319,0.01131123],"category_scores_gemma":[0.007536923,0.0001366996,0.0003882269,0.000288993,0.0007821434,0.0009690242,0.006209285,0.001272573,0.001253415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006206178,"about_ca_system_score_gemma":0.004402884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018857,"about_ca_topic_score_gemma":0.003817815,"domain_scores_codex":[0.998518,0.0007207012,0.00003471551,0.0001143022,0.0002677213,0.0003445263],"domain_scores_gemma":[0.9922138,0.001131517,0.0004743628,0.0003147612,0.0004191624,0.005446418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002868489,0.009439349,0.03612482,0.0008364335,0.00008109454,0.0006953449,0.02725224,0.0008397441,0.005017892,0.00369263,0.02763958,0.8880939],"study_design_scores_gemma":[0.001391483,0.01827559,0.3127354,0.003661664,0.0006811707,0.004009553,0.1339158,0.009333862,0.01885332,0.04001275,0.4567335,0.0003959174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190112,0.0009969773,0.009957759,0.01318667,0.0004784677,0.0008094851,0.00009943116,0.0009054968,0.05455465],"genre_scores_gemma":[0.9851984,0.0005952735,0.008181742,0.0005914751,0.0001535923,0.0002761829,0.00004141963,0.00002323839,0.004938727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131123,"threshold_uncertainty_score":0.03783983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231142639919045,"score_gpt":0.3389654221564135,"score_spread":0.256653995757223,"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."}}