{"id":"W2804773495","doi":"10.1007/978-94-007-6172-8_49-2","title":"Symbioses: Assisting Plant Success in Aquatic Settings","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0001317235,0.000202428,0.0002457341,0.00002555775,0.0000822189,0.00005415128,0.0002130117,0.0002178507,0.002273745],"category_scores_gemma":[0.00003872918,0.00005935506,0.00009769353,0.0000236687,0.00002813317,0.000103796,0.0000597437,0.0002208018,0.0005943109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004225254,"about_ca_system_score_gemma":0.00000655812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566095,"about_ca_topic_score_gemma":0.004771486,"domain_scores_codex":[0.9990233,0.0000134743,0.0002841508,0.0003070525,0.0001517291,0.000220259],"domain_scores_gemma":[0.9990827,0.0006503786,0.0001439409,0.00004081194,0.0000182478,0.00006390027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001266067,0.0002569235,0.004963083,0.0001178535,0.0001856367,0.0004475407,0.0001530763,2.027082e-7,0.06585635,0.3808401,0.04906722,0.4979855],"study_design_scores_gemma":[0.0002224422,0.000154037,0.005130143,0.002062805,0.00003953032,0.00009679423,0.00008244029,0.00005379175,0.000368058,0.01509642,0.9757525,0.000941024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004688842,0.000158487,5.645248e-7,0.001585325,0.0002230059,0.0001312514,0.000321572,0.00007646983,0.9928145],"genre_scores_gemma":[0.1476146,0.0002375035,0.00002200054,0.0003454921,0.0005258021,0.000009126765,0.0002600295,0.00000212981,0.8509833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9266853,"threshold_uncertainty_score":0.9986383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714274361807199,"score_gpt":0.2152305259547069,"score_spread":0.188087782336635,"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."}}