{"id":"W2964550874","doi":"","title":"Using agronomic practices to increase the per hectare yield of flax fibre","year":2005,"lang":"en","type":"article","venue":"","topic":"Varied Academic Research Topics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Yield (engineering); Hectare; Agronomy; Mathematics; Agricultural engineering; Environmental science; Agriculture; Engineering; Biology; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005538457,0.0001068446,0.0001245256,0.0001282783,0.0001477563,0.0001835189,0.0004325345,0.00006145439,0.00184589],"category_scores_gemma":[0.001166751,0.00007133662,0.0000524454,0.0002393459,0.00003826277,0.001340897,0.0003890609,0.0002236248,0.0003726898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020318,"about_ca_system_score_gemma":0.00004665561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977156,"about_ca_topic_score_gemma":0.0005060718,"domain_scores_codex":[0.9990705,0.00001449452,0.0002227597,0.0001864979,0.0002497021,0.0002561096],"domain_scores_gemma":[0.9991945,0.0001558251,0.0002418954,0.0002795017,0.0001098789,0.00001840062],"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":[0.0005827117,0.0004132285,0.1572698,0.0009002135,0.000365076,0.00001835893,0.001343796,0.01099926,0.1113864,0.1079595,0.502761,0.1060007],"study_design_scores_gemma":[0.0003397463,0.0000142736,0.01546987,0.00008117465,0.00007470488,0.000005896748,0.001323867,0.03589203,0.001717867,0.0006909985,0.9440607,0.0003288702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888822,0.00007274454,0.0003752965,0.0215716,0.00007121259,0.0003186464,0.000001398131,0.00004575202,0.08866113],"genre_scores_gemma":[0.988938,0.000006084873,0.001999652,0.004528195,0.001799751,0.000007264968,0.000002776601,0.00001617288,0.002702136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412997,"threshold_uncertainty_score":0.9990665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09135728792922611,"score_gpt":0.3298095594902867,"score_spread":0.2384522715610606,"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."}}