{"id":"W7045621487","doi":"","title":"In Between: A Case Study of Frontline Workers and Response to Suicide","year":2020,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Public Health England","keywords":"Degree (music); Occupational safety and health; Interview; Social work; Human factors and ergonomics; Poison control; Social support; Qualitative research; Social isolation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003137617,0.0008643343,0.0007757912,0.001476362,0.01458558,0.003396419,0.002311976,0.005682358,0.005785733],"category_scores_gemma":[0.008615402,0.0007476791,0.0007171049,0.001394833,0.004024135,0.002793149,0.005360041,0.005443339,0.00100433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004373194,"about_ca_system_score_gemma":0.004331755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01643286,"about_ca_topic_score_gemma":0.04329916,"domain_scores_codex":[0.9970343,0.001764063,0.0001253635,0.0001773125,0.000255941,0.00064304],"domain_scores_gemma":[0.9952217,0.002032798,0.0006172648,0.0002352991,0.0005733722,0.001319519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001856122,0.0007344985,0.03182188,0.000363522,0.00005751106,0.1272237,0.8100684,0.0001791206,0.0005488971,0.002244534,0.01007196,0.01650031],"study_design_scores_gemma":[0.00001422216,0.0002259381,0.009243837,0.0003432571,0.00002285091,0.02060473,0.9546983,0.0001214416,0.0001536008,0.0006922765,0.01384821,0.00003140919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772865,0.001535206,0.0007412985,0.01078012,0.0002860818,0.0001799364,0.0001677691,0.00002041751,0.009002659],"genre_scores_gemma":[0.9874701,0.001926162,0.0007879313,0.002783379,0.0001289254,0.0001008724,0.0000751656,0.00003534315,0.006692148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643286,"threshold_uncertainty_score":0.03267443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01595597964005732,"score_gpt":0.2706165511142055,"score_spread":0.2546605714741481,"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."}}