{"id":"W7073775936","doi":"","title":"Using the rDNA Internal Transcribed Spacer 1 to Identify the Invasive Pest Rhagoletis cerasi (Diptera: Tephritidae) in North America","year":2020,"lang":"en","type":"article","venue":"ScholarWorks @ UTRGV (The University of Texas Rio Grande Valley)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Population; Yield (engineering); PEST analysis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005846379,0.000237444,0.0004977991,0.0001993421,0.0006656486,0.0001924372,0.001255755,0.0000853313,0.002350788],"category_scores_gemma":[0.0001692959,0.0001877276,0.0003421866,0.000842408,0.0005218145,0.0004128411,0.0003903959,0.0006204417,0.001363087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125082,"about_ca_system_score_gemma":0.00004582828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028885,"about_ca_topic_score_gemma":0.002828178,"domain_scores_codex":[0.998385,0.00009837076,0.0004310009,0.0005710142,0.000111456,0.0004031658],"domain_scores_gemma":[0.9988254,0.0001690794,0.0003107921,0.0004622721,0.00006661133,0.000165856],"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":[0.001181913,0.0003895308,0.726651,0.0001347304,0.001694037,0.0001342516,0.1319125,0.02229715,0.0002862184,0.005427856,0.1047015,0.005189262],"study_design_scores_gemma":[0.003042197,0.0001257326,0.4490609,0.000128434,0.0001328216,0.000006944667,0.02438728,0.002209836,0.00003784317,0.0005000279,0.5196885,0.0006794649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598754,0.0009390779,0.003097818,0.0133496,0.000823915,0.0007761511,0.0003353301,0.00003639445,0.02076631],"genre_scores_gemma":[0.9935792,0.0007467094,0.000373344,0.001515409,0.00009034235,0.000001234867,0.00000746545,0.00001868124,0.003667622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4149871,"threshold_uncertainty_score":0.9994144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263727967722912,"score_gpt":0.2221323863658418,"score_spread":0.1694951066886126,"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."}}