{"id":"W140399557","doi":"","title":"Developing Silicon IP with Open Source Tools","year":2011,"lang":"en","type":"article","venue":"The open source business resource","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Computer science; Silicon valley; Silicon; Operating system; Business; Software; Optoelectronics; Materials 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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006461038,0.0005496276,0.0005803159,0.0001162688,0.0005582547,0.001410573,0.004373218,0.0001805289,0.0004972484],"category_scores_gemma":[0.00004268849,0.0003874894,0.00006978051,0.001005254,0.0002055236,0.0007816327,0.001579318,0.0003528374,0.0003217555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217456,"about_ca_system_score_gemma":0.0001089265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654896,"about_ca_topic_score_gemma":0.0004209002,"domain_scores_codex":[0.9974704,0.0001181589,0.0005463601,0.0006490364,0.0004177917,0.0007982723],"domain_scores_gemma":[0.9979675,0.0001316966,0.0001599099,0.001349177,0.000210146,0.0001816075],"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":[0.0008155126,0.0002750391,0.004943057,0.0004761849,0.000708921,0.0001720238,0.02147286,0.2935012,0.001201247,0.004260544,0.01313116,0.6590423],"study_design_scores_gemma":[0.0007823792,0.00006017064,0.01392686,0.0003920951,0.00007586992,0.0001876546,0.001853311,0.008803708,0.003566677,0.0002039916,0.9688963,0.001250973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1713529,0.0005803602,0.7118636,0.0005200926,0.0002600696,0.002671785,0.00001163712,0.0008549353,0.1118845],"genre_scores_gemma":[0.980617,0.00004872889,0.005711833,0.001259917,0.000232188,0.0002834902,0.00003184021,0.0003342125,0.01148073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9557651,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07111881662110894,"score_gpt":0.2523445088925642,"score_spread":0.1812256922714553,"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."}}