{"id":"W7162118673","doi":"10.82308/18668","title":"Environmental control of vegetable storage environments","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multivariable calculus; PID controller; Controller (irrigation); Software; Relative humidity; Temperature control; Thermal energy storage; Process (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005923518,0.0003197832,0.0005098475,0.00009316636,0.00002307478,0.000007731536,0.0001738475,0.0002600004,0.0005886686],"category_scores_gemma":[0.000003916239,0.0003413251,0.0001174558,0.00003913531,0.00001557731,0.0001109028,0.00000449314,0.0001964878,0.0002182535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877039,"about_ca_system_score_gemma":0.000007076395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007065837,"about_ca_topic_score_gemma":0.00000835248,"domain_scores_codex":[0.9987783,0.00002363411,0.0004264471,0.0002168384,0.0002842175,0.0002705678],"domain_scores_gemma":[0.9994435,0.00003645121,0.0001220564,0.0003257335,0.000002471969,0.00006983746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001427032,0.000141859,0.0004661576,0.0004958267,0.0008793468,0.0000541067,0.0003525549,0.191359,0.7898079,0.000302904,0.0006053032,0.01539228],"study_design_scores_gemma":[0.02385271,0.0008316862,0.03171425,0.001209395,0.002037048,0.00007811502,0.003550845,0.2333351,0.2943096,0.002013644,0.3990337,0.008033895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1260819,0.02973448,0.4737676,0.000005451597,0.0045038,0.003619688,0.0003656055,0.0007781687,0.3611433],"genre_scores_gemma":[0.9507982,0.0002708502,0.0001844875,0.000007233846,0.00008301194,0.00007941172,0.0002210857,0.0001106485,0.04824514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8247162,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002908714457101368,"score_gpt":0.1715907058309724,"score_spread":0.168681991373871,"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."}}