{"id":"W3120386341","doi":"10.1002/ppap.202170005","title":"Special Issue: Plasma and agriculture II","year":2021,"lang":"en","type":"article","venue":"Plasma Processes and Polymers","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Agriculture; Production (economics); Food processing; Business; Fertilizer; Emerging technologies; Agricultural productivity; Natural resource economics; Agricultural economics; Engineering; Biotechnology; Environmental science; Agricultural science; Nanotechnology; Political science; Economics; Biology; Agronomy; Materials science; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.00002739399,0.0001508709,0.0002169299,0.00003854055,0.0002252114,0.00005079686,0.00003606855,0.0001110175,0.0004199799],"category_scores_gemma":[0.0002065432,0.00012013,0.00002407794,0.0002937577,0.00008659584,0.00007483049,0.0000664498,0.0001300056,0.00002673897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009231659,"about_ca_system_score_gemma":0.0001565176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001410339,"about_ca_topic_score_gemma":0.00006591481,"domain_scores_codex":[0.9992154,0.000006442015,0.0001492988,0.0002878178,0.0001394435,0.0002015678],"domain_scores_gemma":[0.9993644,0.0001427817,0.00004670606,0.0001123061,0.0001215273,0.0002122913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006895715,0.001553395,0.01623875,0.003714368,0.0005346571,0.0007788023,0.006180585,0.0000113607,0.03109935,0.01024629,0.6075792,0.3213736],"study_design_scores_gemma":[0.001227428,0.0001525311,0.001363721,0.0001028516,0.0001727867,0.0008895541,0.001112294,0.00008012626,0.07887769,0.00007644852,0.9157286,0.0002159633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233925,0.002614149,0.00000991055,0.006401076,0.0002360449,0.0001762473,0.00007273479,0.00005376316,0.06704357],"genre_scores_gemma":[0.9388244,0.01166202,0.002900475,0.002068026,0.006874943,0.00008002797,0.0003183569,0.000048546,0.03722328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3211577,"threshold_uncertainty_score":0.4898759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330738662719297,"score_gpt":0.2360473969625222,"score_spread":0.2277166582998029,"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."}}