Notice bibliographique
Résumé
For the most part, we live our lives in a world of calculation, estimation and approximation. The vast amount of data that we possess or acquire and are expected to process, the number of decisions we make and the quantity of law which, whether we know it or not, affect our every move, make us as dependent on our intuition as on our intellects. In our everyday private lives, we understand and accept that this is so. That is why we do not travel precisely within the speed limits laid down for us, do not make exact calculations as to whether and when we can pay for each item purchased on a credit card, and do not take legal advice before shaking a stranger's hand or kissing a proffered cheek as to what level of response might incur civil liability. In short, if our conduct generally falls within a fuzzy and ill-defined category of normality, we forget about it and concentrate our attention on more important things. The great divide between common law and civil law traditions is instructive because it suggests that, in legislative terms, those who live within the civilian culture are comfortable to be guided by general principles, to which they adhere unless and until new principles, legislatively enacted or judicially articulated, nudge them into a different direction. The common law tradition, which is perhaps more focused on the precise meanings of words than on their general drift, has however produced two great English-speaking nations populated by those who, while, abjuring the literal interpretation of statutes and precedents, are magnetically attracted to literalism and cannot literally get it out of their system. This divide is found in intellectual property law where, in the United States, each word of a legislative draft becomes a battleground over which battles economic, political, cultural and semantic are fought, the contestants each invoking the terms of a constitution which are expressed in terms of principle which warmly accommodate a variety of conflicting positions. It is also found in the European Union, where the relatively spare and principled prose of harmonising directives, nourished by the fertile pronouncements of their respective recitations, is accommodated in the national law of civil jurisdictions with greater ease and at less length than in common law lands, where the notion that Parliament means what it says —and means to be silent over that which it does not say —remains deep-rooted. Copyright and patent law both furnish food for thought in this context. In the United States, in Canada and in the United Kingdom there has been continued tension as to the correct dividing line between copyright infringement and the fair use by one person of another person's copyright-protected work. This has generated proposals for legislative reform, legal and economic reviews, litigation and furious lobbying. In similar vein neither the passage of the America Invents Act, nor the declaration that an acceptable solution has been found for the one-Europe-one-patent question, has led to debate dying down. Rather, it has shifted it from one set of issues to another. The truth is that there are more permutations of fact, more hypothetical prospects for their multiplication and more possibilities for both the good and bad use of intellectual property rights than any degree of legislative detail can accommodate. Most of us are content to live our fuzzy lives without testing the boundaries of the lawful and the unlawful but, wherever those boundaries are placed, there will be those who go right up to them and some will see what happens if they cross them. Some of those who transgress will be burnt as martyrs for the causes of private freedom or fair competition; others will be punished amid general acclaim that they had it coming to them and deserved their fate; others again will cross the line and find out that nothing happens at all, because they are too small to see or too small to sue. No amount of legislative tweaking can resolve this in advance, so we may as well just keep it simple.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,009 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,003 | 0,009 |
| Communication savante | 0,005 | 0,009 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,002 | 0,006 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,021 | 0,004 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».