{"id":"W3014045550","doi":"10.21203/rs.3.rs-18630/v1","title":"The Effect of Self-Loading on the Mechano-Stability and Stalk Lodging Resistance of Plant Stems","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"U.S. Department of Agriculture; National Institute of Food and Agriculture; Canada First Research Excellence Fund; National Science Foundation","keywords":"Stalk; Resistance (ecology); Stability (learning theory); Agronomy; Horticulture; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001457869,0.0001954996,0.0002118334,0.000187261,0.000135726,0.0003828729,0.0002007647,0.0002820959,0.002643886],"category_scores_gemma":[0.0004228476,0.000147368,0.0002078177,0.0001165705,0.0002573752,0.0003470439,0.0003388351,0.0003554805,0.0003078872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403413,"about_ca_system_score_gemma":0.0001221229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005730888,"about_ca_topic_score_gemma":0.0006494698,"domain_scores_codex":[0.9998953,0.00002547189,0.000009004275,0.00002284653,0.00001873533,0.00002859599],"domain_scores_gemma":[0.9993926,0.0002954857,0.00007103087,0.00005800899,0.00003719131,0.0001457228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001512012,0.0001204402,0.004287026,0.00005076679,0.00002231608,0.00007113001,0.00006927255,0.0002828597,0.9887149,0.00006408979,0.00004506834,0.004760179],"study_design_scores_gemma":[0.0000590218,0.00170609,0.2239164,0.000008215144,0.00006788213,0.0001963603,0.0001640048,0.004223438,0.7686321,0.0002173245,0.0007857448,0.00002347734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999387,0.0001559643,0.00009328547,0.00001282927,0.000003074247,0.000001973279,0.00005199357,0.000005707325,0.0002881495],"genre_scores_gemma":[0.9991187,0.0000502558,0.00007202175,0.00001383917,0.000003341243,0.000002780092,0.00008120266,0.000007723252,0.0006502008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002643886,"threshold_uncertainty_score":0.008844674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07101975986406732,"score_gpt":0.3129832583271198,"score_spread":0.2419634984630524,"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."}}