{"id":"W4251067302","doi":"10.1017/9781108989817.029","title":"New Coding","year":2021,"lang":"ro","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Coding (social sciences); Mathematics; Statistics","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":[0.001403752,0.0009054038,0.0007415158,0.003665477,0.001502939,0.00452563,0.001984458,0.001297115,0.5248829],"category_scores_gemma":[0.006762295,0.0004735199,0.0008803773,0.004104262,0.001389693,0.005303414,0.002748335,0.002981262,0.3176954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315276,"about_ca_system_score_gemma":0.002469587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695668,"about_ca_topic_score_gemma":0.007515025,"domain_scores_codex":[0.9988334,0.000164265,0.00006548753,0.0001650958,0.0006392245,0.0001326051],"domain_scores_gemma":[0.9970074,0.0006173836,0.00007631704,0.0007482312,0.001280934,0.0002696503],"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":[0.00003722925,0.0000172787,0.00008391742,0.000252494,0.000003332627,0.00008737513,0.0002185401,0.0001675333,0.0005442308,0.0647315,0.6981032,0.2357534],"study_design_scores_gemma":[0.000002579852,0.000005052406,0.0001032305,0.00009256246,0.000001734234,0.0001387792,0.0000600574,0.00009389636,0.00015898,0.007750718,0.9915845,0.000007907066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0008703104,0.005559726,0.03098398,0.006572616,0.01091073,0.0002623178,0.00819949,0.002734922,0.933906],"genre_scores_gemma":[0.00422092,0.004927913,0.01103139,0.001343247,0.0008346837,0.0001888593,0.005798872,0.001363492,0.9702907],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5248829,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885154017112269,"score_gpt":0.2051857476860043,"score_spread":0.1763342075148816,"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."}}