{"id":"W1881672153","doi":"10.46430/phen0002","title":"Code Reuse and Modularity in Python","year":2012,"lang":"en","type":"article","venue":"The Programming Historian","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Code reuse; Reuse; Programming language; Computer science; Debugging; Python (programming language); Modularity (biology); Software engineering; Code (set theory); Software; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005797558,0.0007021959,0.0004218026,0.001020226,0.001697124,0.003068303,0.00225778,0.001017171,0.005588613],"category_scores_gemma":[0.02510779,0.0009683814,0.001395081,0.001014311,0.007611767,0.01187594,0.007365623,0.003627072,0.002410284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009676713,"about_ca_system_score_gemma":0.003254339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485195,"about_ca_topic_score_gemma":0.001321621,"domain_scores_codex":[0.993694,0.002189155,0.0004332158,0.001005736,0.00207682,0.0006011338],"domain_scores_gemma":[0.9891009,0.003865324,0.00088526,0.004503718,0.001084231,0.0005605957],"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":[0.0001729568,0.0001136186,0.003909635,0.0005512005,0.00007453109,0.0006468371,0.007457318,0.009028934,0.006618334,0.7367699,0.02403913,0.2106176],"study_design_scores_gemma":[0.0000590879,0.0000915826,0.001624166,0.000310793,0.00005456124,0.001407651,0.0004364564,0.02507836,0.01089158,0.772612,0.1873146,0.0001190628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02262456,0.0006834808,0.9281065,0.00384638,0.0002258954,0.0001060258,0.00013562,0.0125095,0.03176204],"genre_scores_gemma":[0.3813382,0.001475061,0.5772064,0.002489097,0.0003999528,0.0004784999,0.0005073129,0.009329588,0.02677586],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005797558,"threshold_uncertainty_score":0.03066081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229364890046705,"score_gpt":0.262077045889212,"score_spread":0.2391405568845415,"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."}}