Bibliographic record
Abstract
Un modA¨le microA©conomique d’une sociA©tA© multinationale pour le taux de change et l'IDE TAN You-sheng  ( 1 )  DA©veloppement harmonieux de l'Ouest de la Chine, fondA© sur un post-modernisme constructif YU Yong-yue  ( 11 )  Application du ProcA¨ssus hiA©rarchique analytique (PHA) dans l’identification des risques de l'investissement dans un projet de chantier naval YAO Hui-li, LIAN Chun-guang, LIN Shi-zhong, BAI Jing-xian & SUN Hong-xia  ( 17 )  Les rA©ponses des femmes malaisiennes A un monde en mutation:  une lecture fA©ministe post-coloniale de Peut-Aatre au Paradis d’Ellina binti Abdul Majid Syazliyati Ibrahim, Razanawati Nordin, Nor Aslah Adzmi & Kamaruzaman Jusoff  ( 26 )  Des opportunitA©s A saisir pour les femmes entrepreneurs malaisiennes Zuraidah Mohamed Isa & Kamaruzaman Jusoff  ( 35 )  L’influence de sexe et de la situation socio-A©conomique sur la performance en anglais chez les A©lA¨ves en pension Samsiah Bidin & Kamaruzaman Jusoff  ( 41 )  Etude sur les fonctions pragmatiques des termes de genre dans les conversations en japonais LI Hui-qing  ( 48 )  Quand chantera le cygne muet? - sur l’orientalisme et ses v A©ritA© fauses LIU Huiqing  ( 55 )  Conception des pronoms personnels dans une sociA©tA© multi-A©thnique Roszainora Setia, Siti Norliana Ghazali, Aida Mustapha, Kamaruzaman Jusoff & Farhah Abdullah  ( 62 )  Etudes sur les facteurs affectant le niveau d’anglais des A©tudiants chinois Performance de communication LIU Ping  ( 70 )  La FA©minitA© de Hamlet GUO De-yan  ( 89 )  La mort et l'immortalitA©: un thA¨me A©ternel REN Xiao-chuan  ( 96 )  L'influence de Vygotsky sur l'A©ducation spA©ciale WANG Yan-bin  ( 100 )  DA©velopper l’industrie de capital A risque, amA©liorer l’investissement dans la science et la technologie & le systA¨me de financement A Shenyang ZHANG Ya-xin & MA Jing-ting  ( 104 ) Â
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 distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.009 | 0.007 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".