{"id":"W2793854024","doi":"","title":"Constructing hope in challenging spaces: narratives by health professionals on issues of solvent use","year":2013,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Manitoba; Manitoba Health Research Council","keywords":"Narrative; Health professionals; Engineering ethics; Public relations; Sociology; Psychology; Epistemology; Health care; Political science; Engineering; Philosophy; Linguistics","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":[0.01758235,0.0010678,0.0009723341,0.001743214,0.01901444,0.00987171,0.002018935,0.004327192,0.00158627],"category_scores_gemma":[0.02736741,0.001097587,0.0007218603,0.001522672,0.03019398,0.009419349,0.0138176,0.007845356,0.0002625936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006317252,"about_ca_system_score_gemma":0.007900998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094723,"about_ca_topic_score_gemma":0.01700407,"domain_scores_codex":[0.9786031,0.01746279,0.0004567193,0.0004389792,0.001264498,0.001774008],"domain_scores_gemma":[0.9723817,0.0219254,0.001844161,0.0004308424,0.0009682549,0.002449796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001103115,0.000006226191,0.0003399876,0.00003068203,0.000002182574,0.0005285108,0.9960577,0.00001801795,0.0000984608,0.001776946,0.0003807325,0.0007493622],"study_design_scores_gemma":[0.000002338875,0.00001271209,0.0001588968,0.00009967015,0.00000300071,0.0003688241,0.9902892,0.00004552348,0.0001149111,0.0006841918,0.008212776,0.000008000663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248818,0.004904814,0.005329831,0.03988413,0.0004749751,0.0001853315,0.00008811926,0.00005143894,0.02419966],"genre_scores_gemma":[0.9917465,0.002462236,0.001249258,0.001716821,0.0000862848,0.00007530704,0.00002975724,0.00002943694,0.002604336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01901444,"threshold_uncertainty_score":0.09298551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546577968316879,"score_gpt":0.2687228240581183,"score_spread":0.2332570443749495,"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."}}