{"id":"W4250435054","doi":"10.22215/etd/2013-07429","title":"The association of person-environment fit and work-related attitudes for Canadian Forces personnel","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Association (psychology); Work (physics); Psychology; Social psychology; Library science; Engineering; Computer science; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009483312,0.0002371622,0.0002009291,0.001467707,0.002045536,0.00100042,0.0008850806,0.0005660739,0.007211864],"category_scores_gemma":[0.004255746,0.0001876775,0.0006218487,0.002731419,0.0005669357,0.0003715487,0.0007387073,0.0007648972,0.0003814515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119469,"about_ca_system_score_gemma":0.02083074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905344,"about_ca_topic_score_gemma":0.9941824,"domain_scores_codex":[0.9993656,0.00004684476,0.00003057949,0.00006776996,0.0002369507,0.0002521744],"domain_scores_gemma":[0.9980158,0.0002000823,0.0003623551,0.00007424137,0.0007408828,0.0006066129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007060709,0.00004406183,0.9868542,0.00001457417,0.00004120074,0.00002822198,0.001762338,0.00006728893,0.0001342921,0.0001630371,0.001359744,0.009460527],"study_design_scores_gemma":[0.000001204889,0.000009884231,0.998536,0.000007350887,0.000005933008,0.000006807893,0.000988287,0.0000382673,0.00001474354,0.00001237969,0.0003744623,0.000004539088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940501,0.0004643588,0.00006013133,0.0004612441,0.0000225019,0.00001376308,0.001792242,0.000006375886,0.003129181],"genre_scores_gemma":[0.9962862,0.0002710672,0.00008374501,0.00004989182,0.000005808345,0.000007588076,0.0008551951,0.000003694203,0.002436863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119469,"threshold_uncertainty_score":0.08668125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116263054907548,"score_gpt":0.2109886813090872,"score_spread":0.1993623758183324,"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."}}