{"id":"W6939573988","doi":"10.6084/m9.figshare.12986829","title":"Additional file 2 of The effect of plant weight on estimations of stalk lodging resistance","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stalk; Resistance (ecology); Plant density; Data file; Hybrid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001092783,0.00004014955,0.00008574691,0.000001714432,0.00003911783,0.000002770556,0.0001189205,0.00002344703,0.9295933],"category_scores_gemma":[0.001466611,0.00001239191,0.00006833223,0.0001077073,0.00001047183,0.00001844605,0.00003268212,0.00004205144,0.00002933741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000297446,"about_ca_system_score_gemma":0.000005482847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003243691,"about_ca_topic_score_gemma":0.00004944529,"domain_scores_codex":[0.9996379,0.0000270719,0.00009942297,0.00007190955,0.0001164585,0.00004722145],"domain_scores_gemma":[0.9983183,0.001514598,0.00008661706,0.00003153849,0.00002938543,0.00001954205],"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":[0.00002441503,0.000008595782,0.00002735881,0.00004838191,0.000002591319,2.257962e-7,0.00001561475,0.000003511965,0.0007900988,0.000002977185,0.9981558,0.000920367],"study_design_scores_gemma":[0.00007077523,0.0002618074,0.1984628,0.001949099,0.000004216471,2.817245e-7,0.00001765201,0.0001955926,0.02317364,0.00002992162,0.7757626,0.00007162047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01491981,0.00001111714,6.12915e-9,0.0001930918,0.000004551009,0.00006999343,0.9825903,0.000006157912,0.002204937],"genre_scores_gemma":[0.5824738,8.487521e-8,0.000007370229,0.00003232615,0.00003329964,0.00003400741,0.4173152,2.350351e-7,0.0001037638],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.929564,"threshold_uncertainty_score":0.1755777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084636400329154,"score_gpt":0.1909402206282805,"score_spread":0.170093856624989,"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."}}