Is There an End to Out-Able? Is There an End to the Rat Race for Abilities?
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.
Bibliographic record
Abstract
Introduction The purpose of this paper is to explore discourses of ‘ability’ and ‘ableism’. Terms such as abled, dis-abled, en-abled, dis-enabled, diff-abled, transable, assume different meanings as we eliminate ‘species-typical’ as the norm and make beyond ‘species-typical’ the norm. This paper contends that there is a pressing need for society to deal with ableism in all of its forms and its consequences. The discourses around 'able' and 'ableism' fall into two main categories. The discourse around species-typical versus sub-species-typical as identified by certain powerful members of the species is one category. This discourse has a long history and is linked to the discourse around health, disease and medicine. This discourse is about people (Harris, "One Principle"; Watson; Duke) who portray disabled people within a medical model of disability (Finkelstein; Penney; Malhotra; British Film Institute; Oliver), a model that classifies disabled people as having an intrinsic defect, an impairment that leads to ‘subnormal’ functioning. Disability Studies is an academic field that questions the medical model and the issue of ‘who defines whom’ as sub-species typical (Taylor, Shoultz, and Walker; Centre for Disability Studies; Disability and Human Development Department; Disabilitystudies.net; Society for Disability Studies; Campbell). The other category is the discourse around the claim that one has, as a species or a social group, superior abilities compared to other species or other segments in ones species whereby this superiority is seen as species-typical. Science and technology research and development and different forms of ableism have always been and will continue to be inter-related. The desire and expectation for certain abilities has led to science and technology research and development that promise the fulfillment of these desires and expectations. And science and technology research and development led to products that enabled new abilities and new expectations and desires for new forms of abilities and ableism. Emerging forms of science and technology, in particular the converging of nanotechnology, biotechnology, information technology, cognitive sciences and synthetic biology (NBICS), increasingly enable the modification of appearance and functioning of biological structures including the human body and the bodies of other species beyond existing norms and inter and intra species-typical boundaries. This leads to a changed understanding of the self, the body, relationships with others of the species, and with other species and the environment. There are also accompanying changes in anticipated, desired and rejected abilities and the transhumanisation of the two ableism categories. A transhumanised form of ableism is a network of beliefs, processes and practices that perceives the improvement of biological structures including the human body and functioning beyond species-typical boundaries as the norm, as essential. It judges an unenhanced biological structure including the human body as a diminished state of existence (Wolbring, "Triangle"; Wolbring, "Why"; Wolbring, "Glossary"). A by-product of this emerging form of ableism is the appearance of the ‘Techno Poor impaired and disabled people’ (Wolbring, "Glossary"); people who don’t want or who can’t afford beyond-species-typical body ability enhancements and who are, in accordance with the transhumanised form of ableism, perceived as people in a diminished state of being human and experience negative treatment as ‘disabled’ accordingly (Miller). Ableism Today: The First Category Ableism (Campbell; Carlson; Overboe) privileges ‘species typical abilities’ while labelling ‘sub-species-typical abilities’ as deficient, as impaired and undesirable often with the accompanying disablism (Miller) the discriminatory, oppressive, or abusive behaviour arising from the belief that sub-species-typical people are inferior to others. To quote the UK bioethicist John Harris I do define disability as “a physical or mental condition we have a strong [rational] preference not to be in” and that it is more importantly a condition which is in some sense a “‘harmed condition’”. So for me the essential elements are that a disabling condition is harmful to the person in that condition and that consequently that person has a strong rational preference not to be in such a condition. (Harris, "Is There") Harris’s quote highlights the non acceptance of sub-species-typical abilities as variations. Indeed the term “disabled” is mostly used to describe a person who is perceived as having an intrinsic defect, an impairment, disease, or chronic illness that leads to ‘subnormal’ functioning. A low quality of life and other negative consequences are often seen as the inevitable, unavoidable consequence of such ‘disability’. However many disabled people do not perceive themselves as suffering entities with a poor quality of life, in need of cure and fixing. As troubling as it is, that there is a difference in perception between the ‘afflicted’ and the ‘non-afflicted’ (Wolbring, "Triangle"; also see references in Wolbring, "Science") even more troubling is the fact that the ‘non-afflicted’ for the most part do not accept the self-perception of the ‘afflicted’ if the self-perception does not fit the agenda of the ‘non-afflicted’ (Wolbring, "Triangle"; Wolbring, "Science"). The views of disabled people who do not see themselves within the patient/medical model are rarely heard (see for example the positive non medical description of Down Syndrome — Canadian Down Syndrome Society), blatantly ignored — a fact that was recognised in the final documents of the 1999 UNESCO World Conference on Sciences (UNESCO, "Declaration on Science"; UNESCO, "Science Agenda") or rejected as shown by the Harris quote (Wolbring, "Science"). The non acceptance of ‘sub-species-typical functioning’ as a variation as evident in the Harris quote, also plays itself out in the case that a species-typical person wants to become sub-species-typical. Such behaviour is classified as a disorder, the sentiment being that no one with sound mind would seek to become sub-species-typical. Furthermore many of the so called sub-species-typical who accept their body structure and its way of functioning, use the ability language and measure employed by species-typical people to gain social acceptance and environmental accommodations. One can often hear ‘sub-species-typical people’ stating that “they can be as ‘able’ as the species-typical people if they receive the right accommodations”. Ableism Today: The Second Category The first category of ableism is only part of the ableism story. Ableism is much broader and more pervasive and not limited to the species-typical, sub-species dichotomy. The second category of ableism is a set of beliefs, processes and practices that produce a particular understanding of the self, the body, relationships with others of the species, and with other species and the environment, based on abilities that are exhibited or cherished (Wolbring, "Why"; Wolbring, "NBICS"). This form of ableism has been used historically and still is used by various social groups to justify their elevated level of rights and status in relation to other social groups, other species and to the environment they live in (Wolbring, "Why"; Wolbring, "NBICS"). In these cases the claim is not about species-typical versus sub-species-typical, but that one has - as a species or a social group- superior abilities compared to other species or other segments in ones species. Ableism reflects the sentiment of certain social groups and social structures to cherish and promote certain abilities such as productivity and competitiveness over others such as empathy, compassion and kindness (favouritism of abilities). This favouritism for certain abilities over others leads to the labelling of those who exhibit real or perceived differences from these ‘essential’ abilities, as deficient, and can lead to or justify other isms such as racism (it is often stated that the favoured race has superior cognitive abilities over other races), sexism (at the end of the 19th Century women were viewed as biologically fragile, lacking strength), emotional (exhibiting an undesirable ability), and thus incapable of bearing the responsibility of voting, owning property, and retaining custody of their own children (Wolbring, "Science"; Silvers), cast-ism, ageism (missing the ability one has as a youth), speciesism (the elevated status of the species homo sapiens is often justified by stating that the homo sapiens has superior cognitive abilities), anti-environmentalism, GDP-ism and consumerism (Wolbring, "Why"; Wolbring, "NBICS") and this superiority is seen as species-typical. This flavour of ableism is rarely questioned. Even as the less able classified group tries to show that they are as able as the other group. It is not questioned that ability is used as a measure of worthiness and judgement to start with (Wolbring, "Why"). Science and Technology and Ableism The direction and governance of science and technology and ableism are becoming increasingly interrelated. How we judge and deal with abilities and what abilities we cherish influences the direction and governance of science and technology processes, products and research and development. The increasing ability, demand for, and acceptance of changing, improving, modifying, enhancing the human body and other biological organisms including animals and microbes in terms of their structure, function or capabilities beyond their species-typical boundaries and the starting capability to synthesis, to generate, to design new genomes, new species from scratch (synthetic biology) leads to a changed understanding of oneself, one’s body, and one’s relationship with others of the species, other species and the environment and new forms of ableism and disablism. I
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it