{"id":"W6884979876","doi":"10.13140/rg.2.2.18412.23681","title":"MODELING THE IMPACT OF ENVIRONMENTAL FACTORS, DIAPAUSE AND CONTROL STRATEGIES ON TICK AND TICK-BORNE DISEASE DYNAMICS","year":2022,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Ectotherm; Dynamics (music); Diapause; Disease control","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":[],"consensus_categories":[],"category_scores_codex":[0.00002734545,0.0001978011,0.000251461,0.0002730269,0.000386194,0.00007993264,0.0002582757,0.00005111625,0.0002075728],"category_scores_gemma":[0.00000679359,0.000172334,0.0001514479,0.0003324736,0.0003802769,0.0008368008,0.0004121994,0.0003208007,0.000002619842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975067,"about_ca_system_score_gemma":0.0003426584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006796723,"about_ca_topic_score_gemma":7.844883e-7,"domain_scores_codex":[0.9989421,0.0000880187,0.00009586108,0.0003062355,0.0002907937,0.000277017],"domain_scores_gemma":[0.9992005,0.0001411104,0.00005547675,0.0002693053,0.000007306515,0.0003263215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0231167,0.00398226,0.8234539,0.00154009,0.003615321,0.005080113,0.004228553,0.04507186,0.0007961332,0.08309463,0.003155064,0.002865386],"study_design_scores_gemma":[0.01881056,0.008522159,0.5759627,0.0005431427,0.00116868,0.0001886938,0.167819,0.2188508,0.00004281449,0.001061264,0.005324574,0.001705675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938104,0.0001786073,0.0001086185,0.0003112873,0.00001546037,0.0003089398,0.00227652,0.00005357357,0.002936572],"genre_scores_gemma":[0.9961264,0.0001008237,0.00001319614,0.000005599026,0.000006346672,1.053497e-7,0.0004157533,0.00001915724,0.00331263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2474912,"threshold_uncertainty_score":0.7027575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058660657291917,"score_gpt":0.1928111198191061,"score_spread":0.182224513246187,"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."}}