{"id":"W4385575886","doi":"10.22454/fammed.2023.495955","title":"Finding Meaning in Work: The Musings of a True Generalist","year":2023,"lang":"en","type":"article","venue":"Family Medicine","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalist and specialist species; Meaning (existential); Work (physics); Psychology; Epistemology; Sociology; Philosophy; Engineering; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03545915,0.001030802,0.001686136,0.003019199,0.02845037,0.02601652,0.004249031,0.01833795,0.005146613],"category_scores_gemma":[0.0573084,0.001095492,0.0009696675,0.002185854,0.1063511,0.02781204,0.01953237,0.047566,0.001170494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01178069,"about_ca_system_score_gemma":0.01756393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121746,"about_ca_topic_score_gemma":0.0469545,"domain_scores_codex":[0.9679325,0.02009913,0.0007332198,0.002334307,0.005743966,0.003157042],"domain_scores_gemma":[0.9489527,0.0280296,0.00249924,0.003858221,0.004761573,0.01189864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001338242,0.00009928521,0.003972501,0.0004677472,0.0001001679,0.001262664,0.4960851,0.0001610224,0.0004570121,0.1430775,0.2989018,0.05528124],"study_design_scores_gemma":[0.00005030828,0.0000515526,0.002041386,0.001037646,0.00002550095,0.001020556,0.3802569,0.0002849393,0.0001353033,0.2184974,0.3964874,0.0001109686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01447123,0.01590722,0.003119434,0.9313694,0.007926981,0.00002633544,0.00005356918,0.00007987899,0.02704603],"genre_scores_gemma":[0.5410754,0.01294261,0.006816212,0.4141665,0.007697095,0.0001833317,0.0001068845,0.0005506104,0.01646137],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03545915,"threshold_uncertainty_score":0.1875281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039542677153889,"score_gpt":0.2731260831021208,"score_spread":0.169171815386732,"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."}}