{"id":"W6959165125","doi":"10.7939/r3-fx5p-t860","title":"Faba bean and lupin: new Alberta grain legume crops to improve agricultural sustainability","year":2008,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Legume; Agriculture; Sustainability; Crop; Crop yield","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003581914,0.0002934666,0.0003926255,0.0000189107,0.0002660731,0.00006136089,0.0006441583,0.0003977611,0.001331301],"category_scores_gemma":[0.0002251465,0.0001498137,0.0002247017,0.0003369175,0.0001256188,0.0004603306,0.0002606187,0.0003500549,0.00002338787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000480013,"about_ca_system_score_gemma":0.0001508664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03438869,"about_ca_topic_score_gemma":0.0315149,"domain_scores_codex":[0.9984085,0.00005607682,0.0002006697,0.0006107036,0.0002896563,0.0004343739],"domain_scores_gemma":[0.9986361,0.0003306701,0.0001366561,0.0001309557,0.00009914846,0.0006664434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003846088,0.0009532668,0.0180693,0.001105527,0.0005054976,0.0001749211,0.01427022,0.000002283896,0.1738103,0.001912333,0.644764,0.1405863],"study_design_scores_gemma":[0.001009117,0.001275762,0.510567,0.0002825868,0.0001162555,0.0000206525,0.03451483,0.00001137986,0.02091399,0.001416553,0.4282224,0.001649486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9661092,0.0001603375,1.69725e-7,0.006307915,0.00006952222,0.0003591181,0.00003914184,0.00002915306,0.02692551],"genre_scores_gemma":[0.4908938,0.0002179485,0.00007722006,0.00009479422,0.0001727009,6.502764e-7,0.001574956,0.000003414536,0.5069646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4924977,"threshold_uncertainty_score":0.9995816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005346853117905988,"score_gpt":0.18644150155185,"score_spread":0.181094648433944,"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."}}