{"id":"W7066336843","doi":"","title":"Herbivory selects for semelparity in a typically iteroparous plant species, Zostera marina","year":2014,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Hyporeflexia; Gestational period; Diafiltration; Fusible alloy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002855677,0.000643627,0.0007640796,0.0006072828,0.0004751991,0.0003488745,0.0005994722,0.0003600903,0.0008016723],"category_scores_gemma":[0.00005924046,0.000729729,0.0003562587,0.000546046,0.00006199706,0.0004214018,0.0001612626,0.001483278,0.0004846377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261565,"about_ca_system_score_gemma":0.0003625387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247123,"about_ca_topic_score_gemma":0.01022505,"domain_scores_codex":[0.9972545,0.000165443,0.0005993327,0.0008576341,0.0003315467,0.0007915243],"domain_scores_gemma":[0.9977839,0.0004771008,0.0004876508,0.0005111037,0.0004175073,0.0003227183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0114741,0.00529363,0.8273197,0.003181669,0.001745912,0.0008285005,0.002574441,0.009671805,0.0003636624,0.01780618,0.06804781,0.05169252],"study_design_scores_gemma":[0.006888519,0.0005467717,0.06361459,0.001999206,0.0005737001,0.00001200084,0.002725926,0.003127116,0.001010749,0.002288034,0.9144631,0.002750262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611015,0.00006068861,0.007768872,0.00009488952,0.001565039,0.001308901,0.005229876,0.0001184148,0.02275179],"genre_scores_gemma":[0.9474135,0.0001010661,0.0008109041,0.0001009209,0.0004296683,0.00002793268,0.01440013,0.000114316,0.03660154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8464153,"threshold_uncertainty_score":0.9995154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008535148210493842,"score_gpt":0.2138963143508872,"score_spread":0.2053611661403934,"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."}}