Notice bibliographique
Résumé
How to Get to the Cumberland Farms FieldsTake Route 495 toward Cape Cod, and get off at Exit 6 (Route 44 Middleboro/Plymouth).At the end of the off-ramp, take a right, and travel east a short distance on Route 44 to the Middleboro Rotary.Continue around the rotary, and get back on Route 44 going east.From the rotary it is 4.0 miles to Route 105 in Middleboro.Take a left on Route 105 (Plympton Street), and after half a mile bear left to stay on Route 105 (which becomes Thompson Street).Follow Route 105 for 3.4 miles and take a right on River Street.Continue on River Street for 0.4 mile to the main entrance to the Cumberland Farms fields, located in Halifax.To reach the destinations on the perimeter of the fields discussed in the article, follow the directions from the main entrance on River Street given for the winter season. Birding the Fields in the SummerThe best place to start birding the fields in summer is from the main entrance on River Street in Halifax.Be sure to park well to the left of the entrance road gate since, in recent years, there has been trucking activity along the main dirt road that runs south from the parking area.Birders should plan to walk the main road into the fields with several stops along the way.It is a little more than a mile from the entrance gate to the point where the road runs into a perpendicular dirt road at the southern end of the fields.Walk south on the main road until you arrive at a cluster of trees where the road passes over a culvert.Shortly after the culvert, the road is lined with pussy willow and a variety of small shrubs.Listen here for Willow Flycatchers.At least one pair has been present in this area for several years, though breeding has not yet been confirmed.Also here are Song Sparrows and, in the wetter areas, Common Yellowthroats.Eventually, the road opens up to reveal the extensive western half of the fields.At this point, a road goes left toward a large cluster of deciduous trees with a few smaller white pines.Before taking this left, listen and look for Indigo Buntings.Then follow the road on the left into the wooded area where Eastern Kingbirds, Warbling Vireos, Baltimore Orioles, and Black-billed Cuckoos may be present.On this road, you will soon come to the area known to local birders as the "manure pit."In early 2006, the company removed the manure pit and razed the immediate area.Shortly after, large sifters were brought in and trucks began hauling material out of the fields.If trucks are in the vicinity, or you can hear rumbling and crunching, it is best to avoid this area.Historically, the manure pit was a hot spot for shorebirds in late summer.It was not uncommon to find Least, Semipalmated, and Solitary sandpipers vigorously feeding in the wet parts of the manure flat.A Blacknecked Stilt was observed in the pit on one occasion in 1995.Since the removal of the manure pit, the wet, muddy areas created by the heavy equipment still attract some shorebirds.Killdeer and Spotted Sandpiper were both confirmed breeders in this area in 2007.
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.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,003 | 0,002 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,003 | 0,003 |
| Science ouverte | 0,002 | 0,003 |
| Intégrité de la recherche | 0,002 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,932 | 0,935 |
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 découleClassification
machine, non validéePrédiction automatique; l’étiquette directe de Gemma et le classifieur distillé Codex s’accordent sur ce qui est montré ici.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».