{"id":"W55394899","doi":"","title":"Open Source in Canada's Public Sector","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Public sector; Political science; Computer science; Law; Operating system; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002672534,0.0003226398,0.0004431524,0.005005067,0.01501909,0.01143936,0.00163879,0.002858442,0.02038316],"category_scores_gemma":[0.0138008,0.0005337257,0.0006256003,0.009185497,0.003463012,0.002924623,0.003021067,0.004035842,0.001274882],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2139198,"about_ca_system_score_gemma":0.3823137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977908,"about_ca_topic_score_gemma":0.9988045,"domain_scores_codex":[0.9923597,0.0002911765,0.0001378517,0.0004058083,0.003591893,0.003213616],"domain_scores_gemma":[0.9684267,0.003049074,0.001382109,0.0005654303,0.01615366,0.01042302],"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":[0.0003893591,0.0003494739,0.0924823,0.0005099061,0.00006891276,0.001431967,0.01149839,0.001969675,0.001144739,0.3755272,0.3312337,0.1833942],"study_design_scores_gemma":[0.00009981064,0.00007303409,0.2924448,0.0006791312,0.00005631487,0.0002926631,0.01972012,0.00252467,0.0008173052,0.01000869,0.6731041,0.0001794223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.367891,0.01311253,0.002410231,0.2256222,0.001612565,0.0002564573,0.01139294,0.0008150803,0.3768871],"genre_scores_gemma":[0.8167986,0.004363921,0.00162109,0.01024468,0.0001860097,0.00005304142,0.001794554,0.0002504936,0.1646877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9983612,"threshold_uncertainty_score":0.9117416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189171218673708,"score_gpt":0.2455800470763241,"score_spread":0.203688334889587,"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."}}