{"id":"W4231436341","doi":"10.1079/dmpp/20056600370","title":"<i>Tipula paludosa</i> . [Distribution map].","year":2005,"lang":"en","type":"article","venue":"Distribution Maps of Plant Pests","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Distribution (mathematics); Marsh; Botany; Ecology; Geography; Wetland","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":[0.0001669931,0.0001585414,0.0001940546,0.000005818981,0.0001437459,0.00004459446,0.0002267561,0.0001204689,0.0006521669],"category_scores_gemma":[0.00002694906,0.0000727938,0.0001303922,0.000180588,0.00007299042,0.0001930875,0.00005171077,0.0001113522,0.0001759116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006776483,"about_ca_system_score_gemma":0.000009462995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007210121,"about_ca_topic_score_gemma":0.0002910958,"domain_scores_codex":[0.9988254,0.00004138324,0.0003290716,0.0002502925,0.0002522795,0.000301623],"domain_scores_gemma":[0.9995109,0.00005712314,0.0001589867,0.00007486248,0.00008798596,0.0001100728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001937838,0.0009451996,0.048007,0.00003375482,0.00002813011,0.00001878084,0.0000266299,0.00002291586,0.03999142,0.01002453,0.5848409,0.3158669],"study_design_scores_gemma":[0.0001616049,0.00009496498,0.04417646,0.00002538055,0.00001872953,0.000013877,0.00003887372,0.00002833741,0.01038759,0.00003668183,0.9448447,0.0001728228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895267,0.0001534179,0.0001288175,0.001849342,0.0002483935,0.0002460393,0.1075009,0.0001034558,0.0002429383],"genre_scores_gemma":[0.885582,0.00002609566,0.00003518123,0.00006813672,0.0003200957,0.00001599945,0.1137472,5.401832e-7,0.0002048309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600038,"threshold_uncertainty_score":0.7140771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713342868275238,"score_gpt":0.2082459345916215,"score_spread":0.1911125059088691,"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."}}