{"id":"W4360994600","doi":"10.36939/ir.202303271145","title":"To Conserve and Protect: “Making Sense” of Conservation Officer uses of Emotional Labour","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Officer; Nexus (standard); Public relations; Wilderness; Emotional labor; Social psychology; Persona; Enforcement; Psychology; Political science; Engineering; Law; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007671577,0.0001441108,0.0003021241,0.0002682596,0.0002745392,0.00002221415,0.0001303065,0.0003066363,0.0004425835],"category_scores_gemma":[0.001927531,0.0001441657,0.00006337165,0.000701693,0.0001539508,0.0001052529,0.00003851621,0.0001752719,0.0000201518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004909962,"about_ca_system_score_gemma":0.0008630546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006578342,"about_ca_topic_score_gemma":0.03870576,"domain_scores_codex":[0.9981115,0.0002703005,0.0004828983,0.0002605109,0.0006881755,0.0001866248],"domain_scores_gemma":[0.9974678,0.0007055781,0.0004122113,0.0001341511,0.001210671,0.00006966085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001348994,0.0001091953,0.01383869,0.0009871181,0.0001204737,0.00000418623,0.02744661,0.00002352976,0.004692654,0.9467081,0.005129145,0.0008053574],"study_design_scores_gemma":[0.0004119194,0.0001164988,0.8756023,0.003588865,0.00009510533,0.000001401271,0.08422628,0.00002873736,0.004115714,0.02588197,0.005410365,0.0005208564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762541,0.00004592192,0.00002264846,0.00203185,0.0007364793,0.0008794313,0.0001915567,0.0000780917,0.01975992],"genre_scores_gemma":[0.9447836,0.00004563083,0.002024007,0.0002426327,0.0001134278,0.0000520076,0.0002185822,0.00003094297,0.05248919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9208261,"threshold_uncertainty_score":0.9944529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052355560664023,"score_gpt":0.3900386049378994,"score_spread":0.3395150493312592,"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."}}