{"id":"W4243955000","doi":"10.1007/978-1-4939-7131-2_101227","title":"Software","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; 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":[0.0004749851,0.0009413263,0.0003430404,0.001635414,0.0006739827,0.002541738,0.001258254,0.0008800296,0.3094001],"category_scores_gemma":[0.002524578,0.0003722832,0.0004802453,0.001400686,0.00037576,0.003041653,0.00182466,0.001124412,0.2754495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258855,"about_ca_system_score_gemma":0.00085378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792048,"about_ca_topic_score_gemma":0.002484552,"domain_scores_codex":[0.9993611,0.00007158244,0.00002703713,0.0001179024,0.0003611579,0.00006117552],"domain_scores_gemma":[0.999207,0.0001415614,0.00002704207,0.000272984,0.000285902,0.00006561613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005235435,0.00006885776,0.0002361697,0.0002051333,0.00001291448,0.0000640258,0.0001656491,0.0005742792,0.003926249,0.05429005,0.4650493,0.475355],"study_design_scores_gemma":[0.000009213232,0.00001046439,0.0001745699,0.00005015536,0.00000555115,0.00008125947,0.00002723214,0.00101949,0.001681633,0.01075408,0.9861764,0.000009833282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001845057,0.0007367844,0.08668524,0.0009823389,0.000766067,0.0001638855,0.003326127,0.02903713,0.8764574],"genre_scores_gemma":[0.01439312,0.0009933115,0.02943408,0.0009502886,0.0002169666,0.0001923202,0.008508341,0.007104299,0.9382073],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3094001,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639299968819226,"score_gpt":0.2208472891459107,"score_spread":0.1744542894577184,"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."}}