{"id":"W3006242543","doi":"10.1177/8756972819896697","title":"Exploring Student Perceptions of Their Readiness for Project Work: Utilizing Social Cognitive Career Theory","year":2020,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Workforce; Framing (construction); Work (physics); Perception; Project management; Social cognitive theory; Knowledge management; Psychology; Cognition; Project management triangle; Public relations; Sociology; Management; Engineering; Political science; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003595623,0.0002371405,0.0002152458,0.001144406,0.0009796671,0.002961063,0.0003847937,0.0004857261,0.001664862],"category_scores_gemma":[0.009836379,0.0002257633,0.0003134395,0.0005709915,0.0006970519,0.001523734,0.001323424,0.001362778,0.0002669279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604033,"about_ca_system_score_gemma":0.00112145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164823,"about_ca_topic_score_gemma":0.00383451,"domain_scores_codex":[0.9990007,0.000431087,0.00006424022,0.00006697966,0.0002544865,0.0001825333],"domain_scores_gemma":[0.9938676,0.002417195,0.001227492,0.0002208771,0.0009698696,0.001297021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003613077,0.001001138,0.9146349,0.00004473322,0.00002258209,0.0001161826,0.06167132,0.0001645724,0.0007017073,0.0005626605,0.0003092756,0.02073476],"study_design_scores_gemma":[0.00001545994,0.001102295,0.7216721,0.0001097174,0.00003234082,0.0001802568,0.2690073,0.002518764,0.0008359817,0.0009650451,0.003527041,0.00003360628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990888,0.00001529426,0.0002269421,0.00008650985,0.000001770423,0.00001171343,0.000008262612,0.000001516174,0.0005591966],"genre_scores_gemma":[0.9993518,0.0000520844,0.00029171,0.00003325444,0.000001833794,0.00002194543,0.00001994545,0.000001038638,0.0002264284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003595623,"threshold_uncertainty_score":0.01901567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143423331804997,"score_gpt":0.3129120881020027,"score_spread":0.1694887562970056,"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."}}