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Record W7000539227

Evan Lieberman (Cinematographer)

2014· article· en· W7000539227 on OpenAlexaboutno aff

Bibliographic record

VenueEngagedScholarship @ Cleveland State University (Cleveland State University) · 2014
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCinema and Media Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAmerican filmStudioFeature filmScreenwritingFilm studiesFilm directorMotion pictureAtlanta
DOInot available

Abstract

fetched live from OpenAlex

Description Expertise Film Production, Film Studies and Screenwriting Professional Experience & Community Activities After spending a year on the road touring with a rock band, and quickly tiring of broken down vans, dive bars, and cheap motels, Dr. Lieberman was accepted at the American Film Institute’s Center for Advanced Film Studies where he earned an MFA in Screenwriting. He worked as a screenwriter for Trans-World Entertainment, TV-Ontario, and CFC, one of the leading motion picture studios in France. In addition his work as a producer-director for educational documentary Churchill Films garnered two blue ribbons at the American Film Festival. He was awarded a fellowship to pursue a PhD in Film Studies at Emory University in Atlanta where he remained to teach after getting his degree in 2000. Dr. Lieberman has written, produced, directed, and/or worked as director of photography on dozens of commercials, music videos, and short films as well as four feature films, Dirty, Drunk, and Heartbroke (1998), The Lady From Sockholm (2005), Stomp! Shout! Scream! (2006), and Kathy T (2007). He has published on a wide variety of subjects including situation comedies, cinematography, and Mexican wrestling movies, and his co-authored book with David Cook, The Moving Image is forthcoming from Oxford University Press Education Bachelor’s in Radio-Television-Film Journalism from the University of Georgia. MFA in Screenwriting the American Film Institute’s Center for Advanced Film Studies PhD in Film Studies at Emory University

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.270
Threshold uncertainty score0.902

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.2700.119

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 head0.026
GPT teacher head0.184
Teacher spread0.158 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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".

Quick stats

Citations0
Published2014
Admission routes1
Has abstractyes

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