{"id":"W7145598051","doi":"","title":"Closed systems with lamps for commercial production of transplants using minimum resources","year":2002,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Light effects on plants","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Crop; Presentation (obstetrics); Production system (computer science); Crop production; Plant production","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":[],"consensus_categories":[],"category_scores_codex":[0.0001913337,0.0001649221,0.0002317783,0.00002245477,0.0004796156,0.00006427828,0.0001905206,0.0000793288,0.0000113781],"category_scores_gemma":[0.00009495956,0.00006907942,0.000053863,0.0002432984,0.0002022741,0.0003395797,0.00002535887,0.00008331524,0.000003057227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004974157,"about_ca_system_score_gemma":0.00002029909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009525807,"about_ca_topic_score_gemma":0.0004047792,"domain_scores_codex":[0.9986274,0.00007026088,0.000310444,0.0003392019,0.0004268125,0.0002258712],"domain_scores_gemma":[0.9992319,0.0002222946,0.0001792605,0.0001073842,0.0001821329,0.00007697129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001026407,0.000465416,0.01817027,0.0003681583,0.0001210151,0.0000672579,0.0003612635,0.0003753807,0.9736544,0.001819318,0.001683402,0.001887644],"study_design_scores_gemma":[0.004329424,0.003406361,0.1399179,0.005012813,0.000760117,0.002459197,0.00125453,0.007728634,0.5171039,0.00008377044,0.315289,0.002654355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957504,0.0002593193,0.00006435118,0.0001907746,0.001464071,0.0005678154,0.001402212,0.0000541574,0.0002469016],"genre_scores_gemma":[0.9974821,0.00001828293,0.0004419065,0.00001962778,0.001340212,0.00003747479,0.0005107445,0.000001727115,0.000147888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565505,"threshold_uncertainty_score":0.3688864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260642365470646,"score_gpt":0.2260597237999572,"score_spread":0.1834533001452507,"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."}}