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Record W1485705064 · doi:10.1002/3527600035.bpol2009

Synthetic Rubbers, Producers and World Market of

2001· other· en· W1485705064 on OpenAlexaff
Desmond Threadingham, Werner Obrecht, Jean Pierre Lambert, M. Happ, Christiane Oppenheimer‐Stix, J. R. Dunn, Ralf Krüger, Heinz‐Dieter Brandt, Wolfgang Nentwig, Nicola Rooney, Ronald T. LaFlair, Ute U. Wolf, John J. Duffy, Judith E. Puskas, G. J. Wilson, Hermann Meisenheimer, Roland Steiger, André Marbach, Klaus M. Diedrich, Jürgen Ackermann, Dieter Wrobel, Uwe Hoffmann, Rüdiger Engehausen, Stephen D. Pask, Hartmuth Buding, Andreas Ostrowicki

Bibliographic record

VenueBiopolymers Online · 2001
Typeother
Languageen
FieldEngineering
TopicSustainable Design and Development
Canadian institutionsWestern UniversityBayer (Canada)
Fundersnot available
KeywordsPolymer scienceBusinessChemistryCommerce

Abstract

fetched live from OpenAlex

Introduction Market and Areas of Application Nomenclature and Classification Properties Production Producers Emulsion Styrene–Butadiene Rubber (E-SBR) Producers and Production Capacities Chloroprene Rubber (CR) Producers and Production Capacities Nitrile Rubber (NBR) Producers and Production Capacities Emulsion Polybutadiene (E-BR) Producers and Production Capacities Acrylate Rubber (ACM) Producers and Production Capacities Fluororubbers (Logothetis, 1989, 1992; Cook and Lynn, 1990) Fluororubbers Producers, Production, Capacities, and Markets Synthesis by Anionic Polymerization Producers and Production Capacities (The Synthetic Rubber Manual, 1989; IISRP, 1991) Producers and Production Capacities Synthesis by Ziegler–Natta Polymerization Producers and Production Capacities Synthesis of Butyl Rubber by Cationic Polymerization (Kirk-Othmer, 1991–1998; Kresge et al., 1987) Synthesis of Butyl Rubber by Cationic Polymerization Producers and Production Capacities EVM and Ethylene Copolymers Producers and Production Capacities Epoxide Rubbers (CO, ECO, GECO, GPO) Producers and Production Capacities Polynorbornene Uses Economic Aspects Polyoctenamers Economic Aspects Silicone Rubber Producers and Markets Thiokol Rubber Producers and Production Capacities Halobutyl Rubber Producers and Production Capacities Chloropolyethylene and Chlorosulfonyl Polyethylene Producers and Production Capacities Hydrogenated Nitrile Rubber Producers and Production Capacities Polyphosphazenes Producers and Markets Evaluation of the Present Situation and Remarks on Future Trends Market Producers Tire-Manufacturing Industry Manufacturers of Technical Rubber Goods Rubber Toughening of Thermoplastic and Thermoset Materials

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)0.001
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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.037
Threshold uncertainty score0.124

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0000.000
Scholarly communication0.0020.003
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0370.005

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 head0.006
GPT teacher head0.202
Teacher spread0.196 · 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".

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Citations0
Published2001
Admission routes1
Has abstractyes

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