{"id":"W6931704808","doi":"10.5281/zenodo.6265521","title":"Phryxe pecosensis Townsend 1926","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choristoneura fumiferana; Spruce budworm; Host (biology); Tortricidae","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":[0.0007022489,0.0001375731,0.0001837173,0.0001238885,0.001084309,0.0004177261,0.0005384079,0.00006038708,0.0325017],"category_scores_gemma":[0.002881241,0.0001325148,0.00005297687,0.0003168746,0.0001313108,0.0001469476,0.0004769432,0.0002321579,0.007846731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009676747,"about_ca_system_score_gemma":0.000002719653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005005446,"about_ca_topic_score_gemma":4.188424e-7,"domain_scores_codex":[0.9983811,0.0003338293,0.0002804589,0.0003294468,0.0003201791,0.0003550113],"domain_scores_gemma":[0.9987777,0.000179763,0.00008832855,0.0004208235,0.0003463718,0.0001870275],"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":[0.0000218773,0.0001183064,0.000001026011,0.00004028235,0.00002167754,0.00001040407,0.0004582755,0.000001035154,0.001231544,0.2466235,0.2083836,0.5430884],"study_design_scores_gemma":[0.0003245316,0.0001158088,0.0002111805,0.00002603947,0.00002062826,0.0001051226,0.0001261623,0.0006250523,0.0008892075,0.06191508,0.9354476,0.0001936037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007073331,0.00005283644,0.5281611,0.002439772,0.0001244595,0.0004417034,0.0002925606,0.001253307,0.4601609],"genre_scores_gemma":[0.472417,0.00009215157,0.519514,0.0006106858,0.0008579821,7.692095e-8,0.0003793729,0.002588581,0.003540216],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.727064,"threshold_uncertainty_score":0.9929258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08933433150052338,"score_gpt":0.3327599704327914,"score_spread":0.243425638932268,"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."}}