{"id":"W6950426431","doi":"10.5446/21227","title":"Exploring our Python Interpreter","year":2016,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Python (programming language); Interpreter; Source lines of code; Compiled language; Scripting language; Source code; Wizard","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004305244,0.001167044,0.001068109,0.001056146,0.00008005964,0.0001585852,0.001164552,0.0008771383,0.01852039],"category_scores_gemma":[0.0001172405,0.0009527676,0.0004737687,0.0003555815,0.00009685577,0.000389478,0.0005186648,0.001007038,0.2453457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433572,"about_ca_system_score_gemma":0.00008770335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149868,"about_ca_topic_score_gemma":0.0001945852,"domain_scores_codex":[0.9957867,0.0002307802,0.0006059192,0.001286771,0.0007885527,0.001301283],"domain_scores_gemma":[0.9969413,0.00007437455,0.0004802211,0.002042653,0.00007016059,0.0003912801],"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":[0.000127648,0.00005468847,0.0000981159,0.0000967608,0.0003304087,0.0001040825,0.0002576951,0.000002637735,0.0004958747,0.0001240682,0.9710154,0.02729261],"study_design_scores_gemma":[0.0008244739,0.0000677378,0.00004896052,0.004622119,0.0001396716,0.00002591863,0.0000891945,0.00004147204,0.0002651116,0.00007950704,0.9924316,0.001364258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002446524,0.001345277,0.001801778,0.0002070085,0.006433513,0.000845398,0.0003879073,0.003986149,0.9847483],"genre_scores_gemma":[0.01039443,0.0003510956,0.001234704,0.0001788186,0.006822845,0.0003553634,0.0001126589,0.008052557,0.9724975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2268253,"threshold_uncertainty_score":0.9992923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09686758742848808,"score_gpt":0.3007106294681535,"score_spread":0.2038430420396654,"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."}}