{"id":"W2274810845","doi":"10.1139/cjb-2015-0187","title":"Effects of variation in carbon, nitrogen, and phosphorus molarity and stoichiometry on sex determination in the fern <i>Ceratopteris richardii</i>","year":2016,"lang":"en","type":"article","venue":"Botany","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; Idaho State University; National Science Foundation","keywords":"Nutrient; Fern; Biology; Phosphorus; Ecological stoichiometry; Context (archaeology); Population; Nitrogen; Ecology; Abiotic component; Botany; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570754,0.00006678906,0.0001093177,0.00001565657,0.00002407521,0.00001011919,0.00006000399,0.00007480369,0.000002407985],"category_scores_gemma":[0.00007052101,0.00002043039,0.00001359286,0.0001546777,0.00003212354,0.00003429512,0.00002316038,0.00004611609,6.572615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001425926,"about_ca_system_score_gemma":0.000001932874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004226055,"about_ca_topic_score_gemma":0.0003522702,"domain_scores_codex":[0.9994335,0.0001308344,0.000110252,0.0001496104,0.0000700475,0.0001058272],"domain_scores_gemma":[0.9995861,0.0003131707,0.00004160166,0.00002950043,0.00001106865,0.00001857049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000375048,0.00005554301,0.31749,0.000006899366,0.000002178209,0.000004057586,0.0001538017,1.57188e-8,0.5689663,0.0000632239,0.000004836377,0.1132155],"study_design_scores_gemma":[0.0002301238,0.0002043944,0.9900305,0.00002023313,0.00000309742,0.000002728654,0.00002524086,0.00003076959,0.008650249,0.0005879092,0.0001595101,0.00005528756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988479,0.0004611774,0.000001919322,0.0003763385,0.00003606866,0.000149374,0.000006258124,0.000005569378,0.0001154064],"genre_scores_gemma":[0.9995793,0.0002030259,0.000009788047,0.0001551326,0.00003056003,0.00001042717,4.816217e-7,4.317212e-7,0.00001090222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6725404,"threshold_uncertainty_score":0.08331271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007015470301899296,"score_gpt":0.199032926150452,"score_spread":0.1920174558485527,"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."}}