{"id":"W4241010582","doi":"10.1016/s1359-6128(19)30056-4","title":"Alfa Laval partners with Bühler on insect plant solutions","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect; Modular design; Biology; Botany; Engineering; Business; Biotechnology; Computer science","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":[0.00500625,0.001379272,0.0007722603,0.001873547,0.001987909,0.003765888,0.001556609,0.002115267,0.0974192],"category_scores_gemma":[0.003037734,0.0006062629,0.0008231801,0.001277913,0.0006279617,0.002034275,0.002131334,0.002424559,0.0487209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003210486,"about_ca_system_score_gemma":0.006665139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02104324,"about_ca_topic_score_gemma":0.03286475,"domain_scores_codex":[0.9962636,0.0003387706,0.00006990576,0.0005056288,0.002383852,0.0004382669],"domain_scores_gemma":[0.9957373,0.0004156935,0.0002856517,0.0003505633,0.001971442,0.001239446],"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":[0.001300508,0.0008587691,0.002713777,0.0004600685,0.00006609024,0.0003915551,0.0005220929,0.000515129,0.1224303,0.02033536,0.5977275,0.2526788],"study_design_scores_gemma":[0.00004552872,0.000184963,0.001013238,0.00004311374,0.0000131462,0.0001099845,0.00007157066,0.0003277768,0.0116749,0.000411016,0.9860914,0.00001319475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0391164,0.02797965,0.05896102,0.02956767,0.005694543,0.002053862,0.01414159,0.02904781,0.7934375],"genre_scores_gemma":[0.04174474,0.006221912,0.04419384,0.003188594,0.0004702448,0.0004036569,0.01201826,0.003047679,0.888711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0974192,"threshold_uncertainty_score":0.3258997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684038379033426,"score_gpt":0.2270109280848717,"score_spread":0.1701705442945374,"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."}}