Is paper uncitedness a function of the alphabet
Pourquoi ce travail est dans la base
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Notice bibliographique
Résumé
Introduction Citation counts are well-established measures of researchers’ scientific impact. One would assume that external factors, such as someone’s name, over which an individual has little control over, does not influence such indicators. Yet, reference lists and— to a lesser extent—search results from online databases, are often presented in alphabetical order sorted by first author surname. A large number of scientific journals use parenthetical referencing styles (a.k.a. Harvard referencing style) in which partial parenthetical citations (such as author+date or author+title) are embedded in the text, accompanied by an alphabetized list of complete citations at the end. These lists may be consulted to locate a specific item (known-item search) but are also used in a scanning mode, usually from top (A) to bottom (Z), to identify papers that would potentially provide answers to a question or reinforce an argument. In marketing and advertising research it is well recognized that product positioning influences choice and selection and that usually “first is best”, i.e., that items presented first usually have a better chance of being selected (Carney & Banaji, 2012). Such a phenomenon has also been observed by Haque and Ginsparg (2009, p. 2215) who measured a significant correlation between article position in the arXiv repository and citation impact, due the “visibility” effect that “can drive early readership, with consequent early citation potentially initiating a feedback loop to more readership and citation.” Order of presentation (or scanning order) is also central to Cooper’s utility theory (1971) since items consulted earlier will find a better chance of being useful to a searcher. Taking these elements into account, authors with a surname whose initial letter arrives early in the alphabet get more visibility, a situation that is further compounded by the fact that in multi-authored papers, authorship order is sometimes determined by alphabetical rank. This practice is even fairly common in some fields such as economics and finance, mathematics, high-energy physics, marketing, political science, international relations and law (Frandsen & Nicolaisen, 2010, p. 615; Levitt & Thelwall, 2012, p. 725; Waltman, 2012, p. 701). In the field of economics where authorship order is almost always determined alphabetically, research has shown that economists with early surnames (i.e., with initial letters that occur early in the alphabet) publish more articles (van Praag & van Praag, 2008), are more likely to get employment at high standard research departments (Efthyvoulou, 2008) and receive more tenure at top economic departments (Einav & Yariv, 2006), since “the order of authorship, rather than contributorship, is commonly used to assess the prestige that an author incurs from a published research study” (Chambers, Boath, & Chambers, 2001, p. 1461).
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle