{"id":"W2259447526","doi":"","title":"Development and Testing of a Pilot Palm Kernel Oil Expeller","year":2013,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palm kernel; Palm oil; Screw press; Pulp and paper industry; Kernel (algebra); Palm kernel oil; Materials science; Mathematics; Animal science; Environmental science; Engineering; Composite material; Biology; Agricultural science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003854794,0.0001729426,0.0001982059,0.0001694861,0.0000525993,0.00003963055,0.0001594064,0.00009125241,0.00004508972],"category_scores_gemma":[0.0003531342,0.0001488064,0.00001930457,0.0005521132,0.00001425435,0.0001132378,0.0001048195,0.0003539111,0.00005973585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007754264,"about_ca_system_score_gemma":0.00001642538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000294926,"about_ca_topic_score_gemma":0.000001194023,"domain_scores_codex":[0.9986621,0.00001436265,0.0002901959,0.0001986991,0.0003722207,0.0004624191],"domain_scores_gemma":[0.9992482,0.0002028554,0.00001377083,0.0001564023,0.0001899179,0.000188833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003228632,0.00003882327,0.00001628321,0.0005654347,0.00004271492,0.000004333719,0.0002988448,0.06054584,0.8817024,0.003185744,0.0002945292,0.05330177],"study_design_scores_gemma":[0.0003453687,0.0001186777,0.0009037335,0.0002774548,0.000004997883,0.00001624209,0.0001406591,0.7361061,0.258719,0.00008106245,0.002929374,0.0003572966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725096,0.0003426441,0.02549857,0.00002942672,0.0001831292,0.0001718414,0.000001269959,0.0005477969,0.0007157563],"genre_scores_gemma":[0.964132,0.00004319052,0.03533272,0.000002607085,0.00007087754,0.0001031464,0.000004392016,0.0000475175,0.0002636156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6755603,"threshold_uncertainty_score":0.6068147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05631416802870569,"score_gpt":0.2501816685947402,"score_spread":0.1938675005660345,"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."}}