{"id":"W6912331965","doi":"10.5281/zenodo.15595937","title":"Diamesa gregsoni Edwards","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adult male; Seta; Wing; Antenna (radio)","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":[0.0002650114,0.001086606,0.0004384193,0.002697396,0.002310861,0.0006481446,0.0005776018,0.00108452,0.02955955],"category_scores_gemma":[0.0009868504,0.0003009846,0.0002711342,0.0009201071,0.0009520507,0.001031903,0.001815781,0.0008955081,0.01006601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008619616,"about_ca_system_score_gemma":0.0004597205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004441455,"about_ca_topic_score_gemma":0.007618426,"domain_scores_codex":[0.9995295,0.00007478094,0.00003602525,0.0001490158,0.0001418874,0.00006878869],"domain_scores_gemma":[0.9996872,0.00005661158,0.00007935311,0.00002932137,0.000111486,0.00003592563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003839949,0.0001176486,0.02444364,0.0008689903,0.00005522519,0.007297378,0.001653943,0.0006650002,0.01315873,0.01750531,0.1719537,0.7618964],"study_design_scores_gemma":[0.0000253702,0.00006533163,0.02990028,0.0003445844,0.00002064746,0.007353413,0.0004217192,0.0002427332,0.001037569,0.001909566,0.9586559,0.00002287402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07829469,0.02137059,0.006799221,0.002938629,0.002827245,0.0002953131,0.003008117,0.0009625153,0.8835036],"genre_scores_gemma":[0.8053222,0.008491,0.01077907,0.003429859,0.001299707,0.0002892138,0.00312009,0.0001787391,0.1670901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02955955,"threshold_uncertainty_score":0.09888655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722961012445949,"score_gpt":0.2378837832328034,"score_spread":0.2206541731083439,"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."}}