{"id":"W167822508","doi":"","title":"CRC Mobile Broadcasting F/LOSS Projects","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Satellite Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008525409,0.0003553868,0.0003720825,0.0001319702,0.0004550858,0.0006743289,0.002987936,0.0001986309,0.0001720998],"category_scores_gemma":[0.00009535014,0.0002876171,0.00007817998,0.001171883,0.0001957687,0.0002819266,0.0009107377,0.0005891143,0.0004885502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005792556,"about_ca_system_score_gemma":0.00005142891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003275897,"about_ca_topic_score_gemma":0.0001701388,"domain_scores_codex":[0.9980235,0.0001444751,0.0005295165,0.0003779491,0.0003838279,0.000540784],"domain_scores_gemma":[0.9969251,0.0003647497,0.0001571081,0.002192637,0.0002324254,0.000127944],"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":[0.0001839716,0.0003937905,0.02274111,0.001086348,0.0004164113,0.00007040353,0.03130688,0.1310352,0.1071719,0.0005680355,0.02073202,0.6842939],"study_design_scores_gemma":[0.0003973821,0.000008171769,0.003461765,0.00008500509,0.00001635132,0.0001559399,0.001016053,0.01223906,0.0005720753,0.00001438811,0.9816332,0.0004006338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568632,0.002486211,0.00489146,0.000321121,0.0009930932,0.003001557,0.00001525779,0.001945927,0.1294822],"genre_scores_gemma":[0.9935894,0.00004080482,0.0006567483,0.0001809453,0.0004819648,0.0004549869,0.00002589336,0.000191493,0.004377749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9609011,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590091395912086,"score_gpt":0.2549163852128813,"score_spread":0.2290154712537605,"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."}}