{"id":"W4372215852","doi":"10.1016/j.agsy.2023.103673","title":"Exploring the landscape of controlled environment agriculture research: A systematic scoping review of trends and topics","year":2023,"lang":"en","type":"article","venue":"Agricultural Systems","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada; Arrell Family Foundation; Canada First Research Excellence Fund","keywords":"Sustainability; Food security; Agriculture; Inclusion (mineral); Thematic analysis; Systematic review; Thematic map; Conceptual framework; Environmental resource management; Environmental planning; Political science; Qualitative research; Geography; Sociology; MEDLINE; Social science; Economics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0533725,0.001294805,0.00492681,0.03243932,0.001407542,0.01186294,0.002188977,0.003231053,0.002310336],"category_scores_gemma":[0.1516651,0.001399152,0.004550449,0.03792294,0.003801555,0.008633177,0.004911585,0.002509928,0.0002592966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009545963,"about_ca_system_score_gemma":0.04748103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131814,"about_ca_topic_score_gemma":0.07429904,"domain_scores_codex":[0.9680148,0.01033024,0.012307,0.002963409,0.005401539,0.0009829778],"domain_scores_gemma":[0.7803872,0.1765227,0.02376562,0.002786004,0.01525471,0.00128372],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002145117,0.00007413151,0.009034944,0.7411668,0.005045461,0.000183957,0.003758073,0.0005244606,0.0007053493,0.004580006,0.004353202,0.2303591],"study_design_scores_gemma":[0.00004121123,0.0001118446,0.009184983,0.9358222,0.00977747,0.0002898349,0.00379169,0.0002127212,0.00024892,0.002441751,0.03803401,0.00004340387],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001948806,0.9952252,0.0003260063,0.001705651,0.0001208752,0.00009335588,0.0002247922,0.000004757761,0.0003504779],"genre_scores_gemma":[0.02303136,0.9736537,0.001336069,0.001195614,0.0001414897,0.0002674381,0.000298017,0.000006416413,0.00006990587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9675607,"threshold_uncertainty_score":0.2822642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250478157485367,"score_gpt":0.2768768717544118,"score_spread":0.151829056005875,"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."}}