{"id":"W4200469554","doi":"10.1109/apeie52976.2021.9647556","title":"Hardware and Software Complex for Monitoring Soil and Climatic Parameters","year":2021,"lang":"en","type":"article","venue":"2021 XV International Scientific-Technical Conference on Actual Problems Of Electronic Instrument Engineering (APEIE)","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Block (permutation group theory); Computer science; Block diagram; Software development; Microcontroller; Precision agriculture; Interface (matter); Service (business); Software engineering; Embedded system; Systems engineering; Agriculture; Operating system; Engineering; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597687,0.0005367497,0.0002937868,0.001012863,0.0002854738,0.001057531,0.0006727896,0.0005099103,0.005376991],"category_scores_gemma":[0.001284813,0.0002200352,0.0003272079,0.0008988291,0.0004127159,0.001269776,0.0007658858,0.0004052967,0.001920274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004242896,"about_ca_system_score_gemma":0.0005842959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278869,"about_ca_topic_score_gemma":0.001054475,"domain_scores_codex":[0.9991003,0.0001631665,0.00006305838,0.0001922797,0.0004290596,0.00005221107],"domain_scores_gemma":[0.9989269,0.0003751876,0.0001007509,0.000292046,0.0002574722,0.0000476641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003075296,0.0001522001,0.02323469,0.0007442351,0.0001012951,0.0004938723,0.0006802859,0.0119683,0.1299071,0.03439398,0.00914888,0.7888676],"study_design_scores_gemma":[0.0001063627,0.001522781,0.07920071,0.0005025632,0.0004275245,0.004809963,0.0008609605,0.2298552,0.1890937,0.03492012,0.4584992,0.0002009133],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08184957,0.001986343,0.8722116,0.000658533,0.0002396093,0.000340198,0.0006299338,0.008551497,0.03353282],"genre_scores_gemma":[0.6438626,0.001916009,0.3280426,0.0003024056,0.0001775225,0.0003241429,0.001208478,0.0004230088,0.0237432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005376991,"threshold_uncertainty_score":0.01798785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0524486255976503,"score_gpt":0.2497769818847696,"score_spread":0.1973283562871193,"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."}}