{"id":"W4392637550","doi":"10.1007/979-8-8688-0199-0_5","title":"FreeRTOS","year":2024,"lang":"en","type":"book-chapter","venue":"Maker Innovations Series","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Reliability (semiconductor); Computer science; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001931021,0.0002845278,0.0002660672,0.000319101,0.0001604504,0.0002922164,0.0006173429,0.0002803848,0.0001906014],"category_scores_gemma":[0.00002345282,0.0002405437,0.0001034362,0.000329621,0.0001224434,0.0005261821,0.0003760895,0.0003936117,0.002101576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008148711,"about_ca_system_score_gemma":0.0001758742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006473204,"about_ca_topic_score_gemma":0.00001454418,"domain_scores_codex":[0.9985019,0.000004402635,0.0004780673,0.0004923089,0.000327927,0.0001953686],"domain_scores_gemma":[0.9983761,0.00003771264,0.0001172568,0.001094322,0.0003412646,0.00003336863],"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":[0.000001109988,0.000004334298,0.0000193954,0.000135851,0.0000434619,0.00001441407,0.000153707,0.000002852112,0.000005521251,0.9675904,0.02661609,0.005412859],"study_design_scores_gemma":[0.00003274983,0.0000287975,0.00003840589,0.000143491,0.000009853298,0.00004433553,0.000005075612,0.00007256524,0.00004207361,0.2310463,0.7682976,0.0002387022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003475188,0.0007361877,0.01564626,0.004700516,0.003335695,0.000327865,0.00004922935,0.001150181,0.9740193],"genre_scores_gemma":[0.001885471,0.00005211577,0.005887419,0.0003801894,0.0003548032,0.00004695523,0.00005203919,0.00004066249,0.9913003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7416815,"threshold_uncertainty_score":0.9986754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733076893690111,"score_gpt":0.2293214892828715,"score_spread":0.2119907203459704,"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."}}