{"id":"W7067665496","doi":"","title":"A national network for advanced food and materials","year":2010,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Government (linguistics); Excellence; Mandate; Private sector; Agriculture; Quality (philosophy); Public policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001899662,0.000366648,0.0004597588,0.000716439,0.0001455605,0.00004689577,0.0003940962,0.0005046049,0.001931591],"category_scores_gemma":[0.00004583534,0.0004501313,0.0001029667,0.0004498231,0.0001518132,0.0001071611,0.0001886963,0.0002323586,0.0005128458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117686,"about_ca_system_score_gemma":0.0001191388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002823354,"about_ca_topic_score_gemma":0.003924103,"domain_scores_codex":[0.9986749,0.00007523388,0.0001459944,0.0005806091,0.000108747,0.0004145344],"domain_scores_gemma":[0.9989265,0.0001315737,0.0003437848,0.0003622875,0.00008903313,0.0001467735],"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":[0.0002379751,0.0000825031,0.0001067429,0.00009098388,0.0003090986,0.00001372775,0.00001635431,0.0002362151,0.0005583693,0.09956688,0.8986507,0.000130458],"study_design_scores_gemma":[0.001687408,0.0001106601,0.0001460392,0.00009506705,0.0001179468,0.000006526821,0.00001505922,0.00004692331,0.0001018395,0.004608484,0.9925418,0.0005222115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005862658,0.000168213,0.001030738,0.00002629468,0.00119096,0.00137304,0.008202842,0.0006699347,0.9814753],"genre_scores_gemma":[0.02659619,0.00005807906,0.00776956,0.00005077227,0.001052776,0.000008635049,0.0008307465,0.001153513,0.9624797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09495839,"threshold_uncertainty_score":0.999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589788444680798,"score_gpt":0.2040882965745792,"score_spread":0.1781904121277713,"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."}}