{"id":"W4246875082","doi":"10.24908/ijesjp.v2i2.5105","title":"Emotional Engineering","year":2013,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Soul; Identity (music); Work (physics); Field (mathematics); Sociology; Psychology; Aesthetics; Engineering ethics; Epistemology; Engineering; Mathematics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001049773,0.0001409903,0.0001530143,0.0002205401,0.00002619264,0.00009350783,0.0001984317,0.000075539,0.0001452212],"category_scores_gemma":[0.0001011511,0.000150347,0.00007117332,0.00008877046,0.00001186042,0.000310149,0.00001938198,0.0002715999,0.00002373549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007488157,"about_ca_system_score_gemma":0.00002252527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004834748,"about_ca_topic_score_gemma":2.950399e-7,"domain_scores_codex":[0.9992115,0.000005256009,0.0002989825,0.00006843674,0.0002508832,0.0001648633],"domain_scores_gemma":[0.9994522,0.00009843565,0.00005097752,0.00004463057,0.0002478018,0.000105987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001601341,0.00009867818,0.0004496353,0.0007126658,0.0009237109,0.00006064469,0.003882344,0.8235067,0.05667674,0.01378138,0.08061711,0.01927443],"study_design_scores_gemma":[0.002195983,0.0001363328,0.1002391,0.0005314689,0.0004068858,0.001154506,0.001249787,0.4847217,0.002914453,0.0001805573,0.4048063,0.001462935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753183,0.003695633,0.1003646,0.002388347,0.01568287,0.0001614887,0.00001996753,0.0004064898,0.001962356],"genre_scores_gemma":[0.9924105,0.000511152,0.004329456,0.0000852766,0.002495633,0.000005253288,0.000005216393,0.00003830426,0.0001192277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3387849,"threshold_uncertainty_score":0.6130971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013995208831714,"score_gpt":0.2589861294520601,"score_spread":0.248846177363743,"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."}}