{"id":"W2885973479","doi":"","title":"Final report for Advanced Manure Management Technologies for Ontario project - Appendix 11","year":2004,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Poultry Industry Council","keywords":"Appendix; Operations management; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003797088,0.0005656203,0.0003810464,0.002376665,0.001882388,0.002042431,0.001619378,0.00102139,0.1974936],"category_scores_gemma":[0.004917613,0.0004849781,0.0004243507,0.003296929,0.0002688314,0.000995395,0.0007716652,0.0006802123,0.05584798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0116016,"about_ca_system_score_gemma":0.03471701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.607655,"about_ca_topic_score_gemma":0.7248747,"domain_scores_codex":[0.9957046,0.0001955916,0.0001793576,0.0001510342,0.003417071,0.0003524153],"domain_scores_gemma":[0.9915076,0.000464655,0.0002375948,0.0005119098,0.006782231,0.0004958771],"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":[0.0002089746,0.0001975666,0.002879589,0.0003658867,0.00001100846,0.0001189607,0.0001434393,0.0008514671,0.00289758,0.00259691,0.9134714,0.07625727],"study_design_scores_gemma":[0.00004043619,0.00007987187,0.01281578,0.0000631477,0.000008719509,0.00003002033,0.0001319772,0.0002419077,0.001782273,0.000350084,0.9844349,0.00002085427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009393238,0.0006900809,0.008975571,0.004218639,0.0009427216,0.007253333,0.4625134,0.002693974,0.5033191],"genre_scores_gemma":[0.0125364,0.0009287992,0.01482198,0.0004484206,0.00009599988,0.001678311,0.1808576,0.0005538383,0.7880787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.392345,"threshold_uncertainty_score":0.7893111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573593106842702,"score_gpt":0.2101077625420676,"score_spread":0.1943718314736406,"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."}}