{"id":"W6893911534","doi":"10.5281/zenodo.5325126","title":"Rhagoletis pomonella Walsh 1867","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhagoletis; Identification (biology); Species identification; Type (biology); Entomology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040329,0.0009315725,0.0003830164,0.00134061,0.001385086,0.0005869956,0.0005272733,0.0006132804,0.01588363],"category_scores_gemma":[0.0003599972,0.0002250395,0.00014446,0.000864275,0.0005912272,0.00124239,0.0009426797,0.0004945492,0.006608797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578292,"about_ca_system_score_gemma":0.0002263066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618314,"about_ca_topic_score_gemma":0.01068406,"domain_scores_codex":[0.9998809,0.00001673078,0.00001082061,0.00003359632,0.00003583906,0.00002199528],"domain_scores_gemma":[0.9998987,0.00001932411,0.00004061774,0.000009417821,0.00001987393,0.00001206572],"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":[0.0003785831,0.0000912348,0.01913696,0.001507932,0.00006780271,0.004314847,0.001708653,0.0007599554,0.0335411,0.006858616,0.04172783,0.8899065],"study_design_scores_gemma":[0.00008487333,0.0002929193,0.2245189,0.0009892231,0.0001296941,0.01171007,0.001531312,0.000693916,0.007033949,0.002526433,0.7504318,0.00005683559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2599725,0.04971593,0.00738472,0.001187875,0.001185611,0.0008879078,0.007534371,0.0008542322,0.6712768],"genre_scores_gemma":[0.9460557,0.01036029,0.004357049,0.0004963098,0.0002792176,0.0001385889,0.00191955,0.0000459486,0.03634734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01588363,"threshold_uncertainty_score":0.05313599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080062046044226,"score_gpt":0.2104741129552465,"score_spread":0.1696734924948042,"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."}}