{"id":"W4386129776","doi":"10.22543/0090-0222.2127","title":"The Crane-Fly &lt;i&gt;Tipula (Tipula)&lt;/i&gt; Oleracea (Diptera: Tipulidae) Reported From Michigan; A New Pest of Turfgrass in Eastern North America.","year":2018,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; PEST analysis; Subgenus; Ecology; Zoology; Botany; Taxonomy (biology)","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":[],"category_scores_codex":[0.0003487742,0.0004507352,0.0005679641,0.00003408065,0.0004740791,0.0002329737,0.001364812,0.0001797374,0.0009187732],"category_scores_gemma":[0.0001404859,0.0001531799,0.0002825336,0.0007579602,0.001269954,0.0001814956,0.0003021305,0.0002955905,0.0002413596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005222697,"about_ca_system_score_gemma":0.00003785352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242895,"about_ca_topic_score_gemma":0.1128412,"domain_scores_codex":[0.9969447,0.0002869536,0.0008617307,0.0006832575,0.0004916624,0.0007317014],"domain_scores_gemma":[0.9981017,0.0004855294,0.0005455603,0.0005197164,0.0001517061,0.0001957779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009343097,0.0006429383,0.5366411,0.00001120159,0.0002127013,0.0002792974,0.001916928,0.00002225058,0.09122129,0.0003157839,0.004400338,0.3634019],"study_design_scores_gemma":[0.0004777765,0.0005356891,0.6270455,0.00005832913,0.000102752,0.00004192474,0.0002993797,0.00008810087,0.001536813,0.0001707421,0.3692371,0.0004058596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991725,0.000616065,0.00001725153,0.002267536,0.0005257538,0.0005601179,0.0001265717,0.000105046,0.004056607],"genre_scores_gemma":[0.9911786,0.0001275325,0.00007716923,0.000358077,0.0007109393,0.00004614459,0.0001980899,0.000005261043,0.007298179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648368,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305815839676782,"score_gpt":0.2364395081489057,"score_spread":0.2033813497521379,"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."}}