Bibliographic record
Abstract
Gaeolaelaps aculeifer (Canestrini, 1883) Distribution in Iran – East Azerbaijan Province: Tabriz (Kamali et al. 2001), Fars Province: Kazerun (Kamali et al. 2001) Jahrom (Ebrahimi et al. 2010) Marvdasht (Soleimani et al. 2011) Shiraz (Montazeri et al. 2011) Marvdasht, Islamic Azad University, Fars Science and Research Branch (Arabzadeh et al. 2012) Doroodzan (Asadpoor et al. 2012) Larestan (Khadempour et al. 2012) Sepidan, Homayjan (Maneshi et al. 2012), Hamedan Province: Region not mentioned (Khanjani and Kamali 2000a; Kamali et al. 2001), Khuzestan Province: Ahvaz (Nemati et al. 2000; Kamali et al. 2001) Safiabad (Kamali et al. 2001; Darvishzadeh and Kamali 2009), West Azerbaijan Province: Miandoab Plain (Haddad Irani-Nejad et al. 2003) Urmia (Mosavi et al. 2004) (Rezaie et al. 2011) Salmas (Alizadeh et al. 2011) Khoy (Taher et al. 2012), Isfahan Province: Isfahan (Jalalizand et al. 2004) (Ramezani and Nemati 2010) (Khalili-Moghadam et al. 2012) Goldasht (Jalaeian et al. 2006) Shahreza (Kavianpour et al. 2011) Kashan (Sekonji et al. 2011), Tehran Province: Tehran, Shahid Beheshti University Campus (Kamali et al. 2004) Tehran, Sorkhe-Hesar Forest Park (Pakyari 2008) Varamin, Mohammad Abad, Asgar Abad, Moein Abad, Pouinak, Jalil Abad, Ghalesin, Pishva Roadway (Kheradpir and Pakyari 2011) (Region not mentioned) (Baradaran et al. 2011) Tehran, Varamin, Shahr-e Rey, Damavand (Baroozeh et al. 2012) Tehran (Ghasemimoghadam et al. 2012) Shemiranat, Rudbar-Ghasran (Cheraghali et al. 2012), Sistan and Baluchestan Province: Sistan Region (Arjmandi Nejad et al. 2006, 2008), Chaharmahal and Bakhtiari Province: Shahrekord (Nemati et al. 2008) (Babaeian et al. 2010) Gachsaran (Moradian et al. 2011), Yazd Province: Region not mentioned (Dehghan et al. 2011), Golestan Province: Gorgan (Kazemi et al. 2011a) Golestan forest (Bahrami et al. 2011), Kerman Province: Sirjan, Mani, Shahrebabak, Maymand, Riseh, Raviz, Rafsanjan (Masnavipour et al. 2011) Baft (Rajaei et al. 2011a) Jiroft (Balooch Shahryari et al. 2011, 2012), Zanjan Province: Region not mentioned (Rahmani and Zare 2011), Razavi Khorasan Province (Region not mentioned) (Baradaran et al. 2011) (Torbat-e Jam) (Rahmdeli et al. 2011) Kashmar (Salarzehi et al. 2011) (Baradaran Anaraki et al. 2012), Mazandaran Province: Nowshahr. (Kazemi and Ahangaran 2011), Markazi Province: Region not mentioned (Baradaran Anaraki et al. 2012), Guilan Province: Anzali, Rice Research Institute of Iran (Noei et al. 2008a; Hajizadeh et al. 2010b). General distribution – Canada, England, Germany, Ireland, Israel, Italy, Japan, Netherlands, North America, Russia, Sweden (Hagstrum et al. 2013). Collection place(s) – Stored rice and barley, grape, darnel, liquorice, alfalfa, Trifolium sp., nest of small mammals, soil samples, rice dust and debris (Ostovan 1993; Fathipour 1994; Khanjani 1996; Darvishzadeh 1997; Noei 2007; Noei et al. 2008a).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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".