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Record W104068356

Certifying TEACHERS as Distance Learning SPECIALISTS

2000· article· en· W104068356 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueTHE journal · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicOnline and Blended Learning
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationFormative assessmentDistance educationMathematics educationMedical educationLibrary scienceComputer sciencePsychologyEngineeringPolitical scienceMedicine
DOInot available

Abstract

fetched live from OpenAlex

AS the viability of using distance learning (DL) to reach students increases for school districts, there is a need for sound methodology on how to teach using the medium. How can instructors transition from relating to a warm body to relating to the camera? Are there established certification standards for instructors to teach over the information highway? What skills do instructors need to effectively teach using remote learning technologies? This article grew from a formative evaluation of the Direct Technical Assistance Model for Assisting Classroom Teachers in the Use of Technology to Improve Teaching and project in eastern North Carolina conducted by SERVE, Inc. A goal of this project was to identify and improve the skills teachers need to teach over the North Carolina Information Highway (NCIH) and provide certification standards for teachers to teach via the medium of telecommunications technologies. Certifying Teachers to Teach over the Information Highway Funded through the Technology Literacy Challenge Fund Sub-Grant Program, the project called for teachers and administrators in eastern North Carolina to participate in a series of workshops to prepare them to teach on the NCIH. As a beginning step in establishing standards for the state of North Carolina, the evaluator was tasked with determining what other states were doing regarding certification of teachers by: * Making inquiries on a distance education listserv, the Distance Education Online Symposium(1); * Reviewing relevant Web sites, including the US Distance Learning Association at www.usdla.org and the Distance Education and Training Council at www.detc.org; and * Searching for related literature on the ERIC online database (http://ericir.syr.edu) and in several distance education journals, including The American Journal of Distance Education (www.cde.psu.edu/acsde/jour.html), Distance Education: An International Journal (www.usq.edu.au/dec/decjournal/demain.html), From Now On: The Educational Technology Journal (www.fno.org), Syllabus: New Directions in Educational Technology (www.syllabus.com), and T.H.E. Journal (www.thejournal.com). Web and journal searches, though extensive, yielded little useful information. Numerous leads, provided by the members of the Distance Education Online Symposium (DEOS), led to information about a variety of short courses and degree programs designed to prepare teachers to teach via DL technology. The following examples illustrate the range of training options available to teachers: * A five-day Distance Education Certification Program offered through the Center for Distance Learning Research at Texas A&M University (www.cdlr.tamu.edu). The program includes 40 hours of competency-based training conducted on the campus of Texas A&M. To receive the Distance Education Professional Certificate, participants must attend all training modules, complete a group presentation, and perform a short assignment or Competency Transfer Activity. * California State University-Hayward offers an online program in online teaching and learning (www.online.csuhayward.edu/) for teachers, trainers, administrators, and instructional designers. The Certificate in Online Teaching and Learning consists of four 4.5-unit courses including Introduction to Online Teaching and Learning, Models for Online Instruction, Technology Tools for Online Instruction, and Designing Curriculum for Online Instruction. This program is not a state-sponsored credential program for K-12 teachers. * Athabasca University in Alberta, Canada offers a Masters Degree in Distance Education (www.athabascau.ca/html/depts/mde/mde broch.htm). The program was designed to cover key competencies in distance education, including systems concepts, instructional systems design, individualized instruction, developing an instructional product, and planning and management of distance education programs. …

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.979
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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.

Opus teacher head0.024
GPT teacher head0.335
Teacher spread0.311 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it