{"id":"W1915405473","doi":"10.46430/phen0009","title":"Python Introduction and Installation","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":"Python (programming language); Installation; Computer science; Software; Set (abstract data type); Focus (optics); Simple (philosophy); Software engineering; Programming language","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":[0.003300798,0.002183102,0.001859205,0.002196762,0.001476536,0.003719718,0.005683541,0.001751253,0.2779778],"category_scores_gemma":[0.01913713,0.002388658,0.001857194,0.002746406,0.001232742,0.006514569,0.005677979,0.008693992,0.2378615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009668445,"about_ca_system_score_gemma":0.003695946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192542,"about_ca_topic_score_gemma":0.002538658,"domain_scores_codex":[0.9956774,0.0007206845,0.0004779034,0.0005686287,0.002089234,0.0004661499],"domain_scores_gemma":[0.990919,0.00247169,0.0004707344,0.002669386,0.002359185,0.001109926],"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":[0.000143573,0.0001098138,0.0004580422,0.0006330943,0.00002987691,0.0001322742,0.0002018049,0.0007146795,0.001764865,0.01201394,0.8992831,0.08451495],"study_design_scores_gemma":[0.00006874659,0.00002662606,0.0006257166,0.0001617009,0.00001391281,0.0003059281,0.00003725684,0.002079281,0.002719997,0.01918527,0.9746972,0.00007831567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.0008670973,0.0005562969,0.3404385,0.001937016,0.001340786,0.0009863345,0.04082808,0.5177649,0.0952811],"genre_scores_gemma":[0.01481984,0.001955603,0.399132,0.006613764,0.001507446,0.003810498,0.08507339,0.3600971,0.1269904],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2779778,"threshold_uncertainty_score":0.9299284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373831850623706,"score_gpt":0.2373140722747402,"score_spread":0.2235757537685032,"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."}}