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Record W1911580299

Zvonko Biljecki, doktor tehničkih znanosti

2007· article· hr· W1911580299 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

VenueUniversity of Zagreb University Computing Centre (SRCE) · 2007
Typearticle
Languagehr
FieldAgricultural and Biological Sciences
TopicMining and Industrial Processes
Canadian institutionsnot available
Fundersnot available
KeywordsCroatianPhilosophyLinguistics
DOInot available

Abstract

fetched live from OpenAlex

Zvonko Biljecki was born on the 15th October 1960 in Derventa, Bosnia and Herzegovina.He graduated from grammar high school with excellent results and enrolled the Faculty of Geodesy at University of Zagreb in 1979, where he graduated in 1984 and studied MSc postgraduate studies in (1986)(1987)(1988).He has taken several informatics and management techniques and strategies courses, image data processing courses and IT courses.His key qualifications are management, photogrammetry and geoinformatics, development and application of quality control systems, modelling and development of databases according to ISO, OGC and CEN standards, as well as production and project management.He is a member of numerous professional and institutional bodies; for example the Croatian NSDI council (since May 2007), Croatian Cartographic Society (has performed the duty of vice-president since 2001), Section for Photogrammetry and Remote Sensing of the Croatian Geodetic Society (president since year 2000), Council of Project STOKIS (president).He is the owner and director of company Geofoto which he established in 1993.In 1984, he began his career working as a surveying expert, and then a research graduation theses.He held several public lectures and received two awards from the International Cartographic Association (for the best orientation map in 2001 (Beijing) and for the best photomap of urban area in 1999 (Ottawa)).He has actively participated at several international conferences and symposia (Map Middle East, Intergeo, FIG Congresses, ISPRS conferences and symposia and others).He is also the author of a number of scientific and professional works and has great experience abroad and in Croatia in project leadership for clients like Ministries, Governments, World Bank, CARDS project and others.The thesis Concept and Implementation of Croatian Topographic Information System is written in English, 159 pages (A4 format), contains an acknowledgement, abstract in German and English, list of references and CV.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.455
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.178
Teacher spread0.162 · 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