{"id":"W2295066866","doi":"10.1111/ele.12596","title":"The population ecology of male gametophytes: the link between pollination and seed production","year":2016,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Gametophyte; Biology; Pollen tube; Pollen; Pollination; Ecology; Sporophyte; Ovule; Gynoecium; Reproductive success; Sexual reproduction; Population; Botany; Stamen; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002223281,0.00005167063,0.00008438355,0.00000543477,0.0003039801,0.000007213396,0.00007899304,0.00004297136,0.00001390797],"category_scores_gemma":[0.0001057995,0.00001200566,0.00002379617,0.0000648702,0.0001519432,0.0000437314,0.00003316938,0.00003948283,0.000006756988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376755,"about_ca_system_score_gemma":0.000001068804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004111997,"about_ca_topic_score_gemma":0.002452527,"domain_scores_codex":[0.9995164,0.00008377525,0.0001137547,0.000116202,0.00004606801,0.0001238295],"domain_scores_gemma":[0.9992546,0.0006074177,0.0000898999,0.00001674454,0.00002062371,0.00001073165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001014811,0.000002563553,0.8744838,8.787673e-7,0.00001445839,2.253205e-7,0.00001708714,2.871224e-7,0.09652573,0.0001092109,0.0002849353,0.02855066],"study_design_scores_gemma":[0.0000483277,0.00009294203,0.9963241,0.000002892428,0.00001131569,0.000003149078,0.00002926689,0.00000136076,0.0007547005,0.000378115,0.00231848,0.00003531414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8294057,0.00003178268,6.384361e-7,0.1703091,0.00009947633,0.0001057737,0.000006158474,0.000009440106,0.00003197354],"genre_scores_gemma":[0.9988507,0.00009111037,0.000007208519,0.0002435034,0.0006020857,0.000008821514,0.000004198234,3.302756e-7,0.0001920491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700656,"threshold_uncertainty_score":0.2337999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112848074611054,"score_gpt":0.1999199077243975,"score_spread":0.1787914269782869,"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."}}