{"id":"W2167181269","doi":"10.1002/bult.2013.1720390304","title":"Third ASIS&amp;T student design competition: The “truthiness” challenge","year":2013,"lang":"en","type":"article","venue":"Bulletin of the American Society for Information Science and Technology","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Creativity; Competition (biology); Presentation (obstetrics); Trustworthiness; Plot (graphics); Task (project management); Humanity; Computer science; Psychology; Similarity (geometry); Sociology; Library science; Mathematics education; Artificial intelligence; Management; Political science; Social psychology; Law; Mathematics; Medicine; Statistics; Economics","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":[0.03106702,0.0009223902,0.001043569,0.0008770002,0.004212507,0.01015056,0.002211603,0.004773629,0.01970246],"category_scores_gemma":[0.03230379,0.0005482095,0.001044842,0.0006177321,0.002302821,0.002221341,0.002137672,0.004279938,0.006633643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004865939,"about_ca_system_score_gemma":0.005753789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053249,"about_ca_topic_score_gemma":0.01783137,"domain_scores_codex":[0.9824252,0.007981089,0.0007908157,0.001227641,0.006531947,0.001043331],"domain_scores_gemma":[0.9378875,0.01906556,0.001152892,0.002423565,0.02534422,0.01412622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002560382,0.0002508945,0.0008577124,0.0001748755,0.00003334205,0.0002495563,0.001034899,0.0008848255,0.001709535,0.003137112,0.9114868,0.07992446],"study_design_scores_gemma":[0.0002673007,0.000762684,0.002631778,0.0001873953,0.00003955698,0.0003629923,0.003266548,0.005762797,0.003741945,0.007958317,0.9748931,0.0001255604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.08193282,0.009743372,0.1085227,0.5808204,0.1135241,0.001241915,0.001252845,0.003914668,0.09904727],"genre_scores_gemma":[0.3782629,0.004580383,0.07988136,0.06332386,0.03092312,0.001666648,0.003083193,0.003446528,0.4348319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03106702,"threshold_uncertainty_score":0.1643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873788069418095,"score_gpt":0.2685191007999154,"score_spread":0.2497812201057344,"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."}}