{"id":"W4318778679","doi":"10.1007/s13199-023-00898-9","title":"Introduction to the proceedings of the 10th International Symbiosis Congress (Lyon, France)","year":2023,"lang":"en","type":"editorial","venue":"Symbiosis","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Biology; Symbiosis; Paleontology; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0007070018,0.0003599599,0.0004355738,0.00003707333,0.0004439485,0.0003319764,0.001912202,0.0005431992,0.000501622],"category_scores_gemma":[0.001306284,0.0001081483,0.0003545708,0.0009767818,0.0001901499,0.0001668907,0.0004747229,0.0004913723,0.0001559471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007225908,"about_ca_system_score_gemma":0.000029727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007950685,"about_ca_topic_score_gemma":0.0003644886,"domain_scores_codex":[0.9971747,0.00005477265,0.0005898956,0.0006892707,0.001081965,0.0004093987],"domain_scores_gemma":[0.9978713,0.0004653176,0.0005280536,0.0001562276,0.0009010005,0.00007814363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003495312,0.00004161109,0.0009257474,0.00002572822,0.00008445737,1.722373e-7,0.0001186069,2.789562e-7,0.08600224,0.00007578353,0.9109812,0.001709165],"study_design_scores_gemma":[0.00007559016,0.0001510924,0.01078076,0.0002060661,0.00006500974,7.339542e-7,0.0002320338,0.000001355514,0.02300144,0.00007071042,0.9651367,0.0002785003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2521014,0.00003563848,2.396786e-8,0.02378069,0.7224552,0.0004602294,0.0007364101,0.0000796736,0.0003507651],"genre_scores_gemma":[0.1009236,0.0001798197,0.000008854517,0.0003378731,0.8931583,0.0001478754,0.0001915891,0.000008321631,0.005043855],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.170703,"threshold_uncertainty_score":0.5492409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006394551062630944,"score_gpt":0.2130196859504526,"score_spread":0.2066251348878217,"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."}}