{"id":"W7028247645","doi":"","title":"Enhancing crop productivity through increased abiotic-stress tolerance and biomass production","year":2009,"lang":"en","type":"other","venue":"eCommons (Cornell University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute; Performance Plants (Canada); University of Saskatchewan","funders":"","keywords":"Germplasm; Production (economics); Crop; Productivity; Biomass (ecology); Allele","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021301,0.0006537907,0.0002975431,0.000537078,0.0002309363,0.0006240249,0.000624022,0.0003514849,0.01516829],"category_scores_gemma":[0.000111146,0.0001351048,0.0002632484,0.0005030246,0.0002510379,0.0005139947,0.000745269,0.00055038,0.005953667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004914752,"about_ca_system_score_gemma":0.000241102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697984,"about_ca_topic_score_gemma":0.001515804,"domain_scores_codex":[0.9999027,0.000009781562,0.000005219933,0.00002891966,0.00002979132,0.00002347923],"domain_scores_gemma":[0.9998991,0.0000105262,0.0000227073,0.00001851494,0.00001263066,0.00003635759],"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":[0.00009572518,0.0001002218,0.0006649322,0.0001478232,0.00001211448,0.00008699782,0.00001358239,0.0002672102,0.9493679,0.001695804,0.002587921,0.04495983],"study_design_scores_gemma":[0.0001195761,0.0004107911,0.06864785,0.00009723323,0.0001156479,0.001109679,0.0001028191,0.003139534,0.6240364,0.004282056,0.2978824,0.00005596957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6649371,0.009004532,0.06206046,0.003031489,0.0004723579,0.0002333909,0.007178467,0.006845346,0.2462369],"genre_scores_gemma":[0.8440079,0.004042405,0.03024981,0.0007401576,0.0001220017,0.0001250962,0.005040199,0.001354023,0.1143184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516829,"threshold_uncertainty_score":0.05074292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018849914356357,"score_gpt":0.2013663500586804,"score_spread":0.1811778509151168,"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."}}