Table 4 in A revision of Scipopus Enderlein including the subgenera Scipopus s. str., Phaeopterina Frey and Parascipopus subgen. nov. (Diptera, Micropezidae, Taeniapterinae)
Bibliographic record
Abstract
Table 4 (continued on next page). Character matrix for Scipopus Enderlein, 1922 and outgroup taxa. ‘0’ represents plesiomorphic state, ‘1–3’ represent apomorphic states, ‘?’ indicates an unknown character state. TaxonCharacters123456789101112131415161718192021222324252627Calosphen s p. 11A01000001001000????000000000Grallipeza bilineata ms name00000011001000?????00001000Grallipeza nigrinotata group20000000001010???1?00011000Mesoconius bipleuron00000001000110100?000010001Mesoconius garyi00000001000111201?000010001S. (Parascipopus) alturas000000001101002010100000010S. (Parascipopus) fenestratus001101001101010100200000010S. (Parascipopus) manifestus000000001001001000100000010S. (Parascipopus) nigriscapus000100001101100100100000010S. (Parascipopus) otisi000100001101110100100000010S. (Parascipopus) savegre000100001001100100100000010Parasphen amazonicus011011010001002011300001110S. (Phaeopterina) alces011000101101102010000000010S. (Phaeopterina) argentum011010001101102000000000010S. (Phaeopterina) browni011000111101102011000000010S. (Phaeopterina) brunneus01101000110100????000000010S. (Phaeopterina) fraudator000000011101002010000000010S. (Phaeopterina) gorgonae011001001101101010000000010S. (Phaeopterina) melaneuris021000001101100110100000010S. (Phaeopterina) quetzal01100010110110????000000010S. (Phaeopterina) stigmatica011100111101102011000000010S. (Phaeopterina) zeta011010101101101011000000010Ptilosphen albibasis000010001000000100100011100Rainieriella sp. 220000000110000????0?0100010Rainieriella sp. 40000010111010021110?0010010Rainieriella sp. 810100000110000?????00110010Rainieriella sp. 101000000011000020000?0110010Rainieriella sp. 1100100000110000?????00110010Rainieriella sp. 1200000000110100????0?0010010Rainieriella sp. 14000000011100001010011010010Rainieriella sp. 15100000001100001000011110010Rainieriella sp. 16100000001100001000011110010Rainieriella sp. 1801000000110000?????00000010S. (Scipopus) calocephalus011000010021100100100000010S. (Scipopus) chalybeus011100000021100100200000010S. (Scipopus) convexus021000110021101000100000010S. (Scipopus) diversus021000010021101100100000010S. (Scipopus) erythrocephalus021000010021100100200000010S. (Scipopus) furcifer011000010021100100100000010S. (Scipopus) nigripennis011000110021100100200000010Undescribed genus sp. 701000000000010?????00000010
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.055 | 0.013 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".