{"id":"W272240933","doi":"","title":"Organization and execution of current practices of deployment-related mental health support","year":2011,"lang":"en","type":"article","venue":"TNO Repository","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Deliverable; Interview; Project team; Business; Mental health; Psychological intervention; Protocol (science); Public relations; Process management; Operations management; Engineering; Political science; Psychology; Medicine; Nursing; Systems engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001316786,0.00005450931,0.0001095205,0.00004557799,0.0001407169,0.00001460675,0.00003852523,0.0000168298,0.0003486228],"category_scores_gemma":[0.00001379237,0.00004935428,0.00001709164,0.00002732728,0.0001195276,0.0001863987,0.00002492458,0.00004467667,0.000003035412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002374053,"about_ca_system_score_gemma":0.00006815577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889506,"about_ca_topic_score_gemma":0.0001488408,"domain_scores_codex":[0.9994022,0.00005554272,0.0002737352,0.00009289093,0.0001087129,0.00006689846],"domain_scores_gemma":[0.9991923,0.000008243429,0.0005660605,0.00007481136,0.0001258368,0.00003272369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001440761,0.002481443,0.2363113,0.001027425,0.0004017892,0.000008450103,0.3508655,6.650777e-7,0.05516162,0.328485,0.01670905,0.008403663],"study_design_scores_gemma":[0.003532204,0.003969901,0.3478473,0.000632795,0.0004146274,0.0001050711,0.02030782,0.0001528261,0.4601882,0.003188027,0.1586184,0.001042961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848548,0.0003942404,0.00000317987,0.00003633164,0.000601186,0.0001360206,0.000009121948,0.00001811652,0.01394698],"genre_scores_gemma":[0.9988583,0.0001532877,0.000009453267,0.000009001653,0.00003964074,0.000001281729,0.00001600337,0.000006908548,0.0009061297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050265,"threshold_uncertainty_score":0.3817175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05181682752717285,"score_gpt":0.2797419585628736,"score_spread":0.2279251310357008,"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."}}