{"id":"W7120596213","doi":"","title":"Intellectual capital management of programmers in the software industries of Brazil and Canada","year":2012,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectual capital; Capital (architecture); Work (physics); Software","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009605406,0.0003297713,0.0004720759,0.000583692,0.0001712249,0.0002129384,0.0003970594,0.0001507887,0.0002970897],"category_scores_gemma":[0.00008786777,0.0002789113,0.0001361327,0.001098304,0.0001908951,0.002774249,0.0001310857,0.0002230679,0.000003054807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001680652,"about_ca_system_score_gemma":0.0001661175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04106243,"about_ca_topic_score_gemma":0.05921987,"domain_scores_codex":[0.9985597,0.0000219661,0.0005027883,0.0002523652,0.0003406093,0.0003225603],"domain_scores_gemma":[0.9988152,0.0003244386,0.0005062296,0.0001941001,0.0001203555,0.00003962641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002493188,0.001604941,0.6772733,0.01666644,0.002661562,0.00008818859,0.1258202,0.0001638496,0.00008046231,0.03194651,0.003358591,0.1378427],"study_design_scores_gemma":[0.0004722203,0.0001314501,0.2195355,0.0008597956,0.0006325145,0.000004213601,0.7756838,0.0002955668,0.0003266476,0.0006408625,0.0009625891,0.0004548409],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915695,0.001400002,0.00001247656,0.000165963,0.0000606737,0.0003501219,0.0002529273,0.00001088849,0.00617741],"genre_scores_gemma":[0.9954698,0.0003202987,0.00004071491,0.00005491649,0.00002498568,0.000009963286,0.001993837,0.00002776129,0.002057719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498635,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009754633915559066,"score_gpt":0.2035380078172102,"score_spread":0.1937833739016512,"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."}}