{"id":"W2127932734","doi":"10.1007/s10452-009-9291-2","title":"Morphological responses of a submerged macrophyte to epiphyton","year":2009,"lang":"en","type":"article","venue":"Aquatic Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Light intensity; Shoot; Botany; Biomass (ecology); Biology; Macrophyte; Canopy; Shading; Shade avoidance; Horticulture; Agronomy; Ecology; Physics","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":["insufficient_payload"],"category_scores_codex":[0.0004278874,0.0001340505,0.0003270001,0.00004702883,0.00005888117,0.000005234425,0.0002502257,0.00008948149,0.002571058],"category_scores_gemma":[0.0002920548,0.0001147336,0.00006337246,0.0002615883,0.00009285533,0.00004299591,0.00007521674,0.00009557758,0.001288612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008367831,"about_ca_system_score_gemma":0.00001491963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152153,"about_ca_topic_score_gemma":0.0007986072,"domain_scores_codex":[0.9986552,0.0001650439,0.0003982678,0.0002850601,0.0001671915,0.0003292215],"domain_scores_gemma":[0.9992124,0.0001991407,0.0001363421,0.0003208906,0.000006472433,0.0001247613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006279828,0.00077183,0.823473,0.00002629024,0.00004491195,0.000330868,0.001039498,0.003241275,0.130744,0.006861681,0.01435277,0.01848586],"study_design_scores_gemma":[0.0004646577,0.00170004,0.9783117,0.00001293022,0.00002197813,0.00008161167,0.00004893455,0.005292521,0.002397613,0.008589526,0.002814105,0.0002644156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884641,0.00001142849,0.001470623,0.00100961,0.0001693014,0.0003133582,0.000007642559,0.00002584503,0.008528045],"genre_scores_gemma":[0.9930966,0.000004871548,0.004586879,0.001181497,0.00002600248,0.0000191802,0.000003640859,0.000007191114,0.001074074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548386,"threshold_uncertainty_score":0.999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054000947643956,"score_gpt":0.2442771852830554,"score_spread":0.2337371758066158,"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."}}