{"id":"W4392639664","doi":"10.1007/979-8-8688-0199-0_11","title":"I2C","year":2024,"lang":"en","type":"book-chapter","venue":"Maker Innovations Series","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Interface (matter); Computer science; Computer hardware; Embedded system; System bus; Focus (optics); Protocol (science); Electrical engineering; Engineering; Operating system; Physics; Medicine; Optics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004383578,0.0003383291,0.0002168078,0.0003319999,0.00005300385,0.0001012569,0.0001299971,0.0002281648,0.0008160959],"category_scores_gemma":[0.000008484334,0.0003895356,0.00006569074,0.0001490917,0.00006180484,0.0001452347,0.00006842938,0.0006100377,0.0016173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548545,"about_ca_system_score_gemma":0.00001517832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.217665e-7,"about_ca_topic_score_gemma":0.000002706636,"domain_scores_codex":[0.9991185,9.704743e-7,0.0003176655,0.0002069124,0.0001665668,0.000189389],"domain_scores_gemma":[0.9995525,0.00001756165,0.00002432981,0.0003205874,0.00005609659,0.00002889041],"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":[0.000001017369,0.000001642876,0.000001437124,0.0002203265,0.0001442488,0.0000278243,0.0001461195,0.007162909,0.001534305,0.969694,0.02021118,0.0008550491],"study_design_scores_gemma":[0.00003139283,0.00001346615,0.000004397553,0.0002109294,0.00002124617,0.00003420074,0.00002047032,0.0006341089,0.0009013025,0.01201107,0.9857265,0.0003909206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006659207,0.002285172,0.0005380063,0.0001408305,0.001790957,0.0001284215,0.00006207696,0.002104907,0.992883],"genre_scores_gemma":[0.005344293,0.00011406,0.003048576,0.00004350219,0.0004115133,0.00004611782,0.0002144172,0.000321485,0.990456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9655153,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061920145875128,"score_gpt":0.2064736502429481,"score_spread":0.1958544487841968,"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."}}