{"id":"W4387145866","doi":"10.1007/978-3-031-42430-4_10","title":"The Completion of a Smart Factory Research Project by Concluding a DAO","year":2023,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Factory (object-oriented programming); Computer science; Engineering management; Business; State (computer science); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.005448742,0.0001695913,0.0002332975,0.001345902,0.001576944,0.0009037236,0.005512551,0.0001118824,0.000001670134],"category_scores_gemma":[0.0003144553,0.0001451279,0.00004128499,0.001858254,0.002497816,0.004085607,0.004848022,0.0007537804,0.00005784135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034133,"about_ca_system_score_gemma":0.0007488541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007710016,"about_ca_topic_score_gemma":0.00003379988,"domain_scores_codex":[0.9973155,0.0001215133,0.0009145765,0.0002799904,0.001043963,0.0003244022],"domain_scores_gemma":[0.9936514,0.001792948,0.0004485908,0.002573719,0.001479748,0.0000535519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001962794,0.00001067609,0.00006333923,0.00002324114,0.000007344408,1.143382e-7,0.002966376,0.00002151202,0.00001143223,0.9173194,0.006714995,0.07285961],"study_design_scores_gemma":[0.000302855,0.000133168,0.001069122,0.0004072649,0.000003770227,0.00001224697,0.0002037921,0.1786345,0.00003475721,0.02035723,0.7984849,0.0003564392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002557686,0.0008196263,0.6795045,0.005912304,0.0009839595,0.002737486,0.0001266084,0.0004536429,0.3092062],"genre_scores_gemma":[0.4990672,0.02519134,0.4114545,0.003126119,0.0002826954,0.001209653,0.0008851468,0.0001951404,0.05858821],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8969622,"threshold_uncertainty_score":0.9998681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057221510037402,"score_gpt":0.4011474744119047,"score_spread":0.1954253234081645,"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."}}