Proceedings of the Immigration, Diversity of the Workforce, Precariousness and Vulnerabilities in OSH (IDIVOSH 2023)
Bibliographic record
Abstract
Revealing inequalities through administrative data Statistical portrait of occupational accidents among immigrants in Quebec: How do they differ from nonimmigrants? / Marc-Antoine Busque, Jaunathan Bilodeau, Martin Lebeau, Daniel Côté. Intersecting gender, sociocultural factors and disability: Systemic barriers to personal development at work and well-being Communication challenges and access to occupational cancer prevention information among male and female trainees with learning disabilities / Marie Laberge, Nadielda Pastor-Bédard, Jena Webb, Sami Fettah, Daniel Côté. Teachers tell stories of students in training placements: Specific barriers to OHS prevention and job placement for young women with learning disabilities / Myriam Bérubé, Aurélie Tondoux, Marie Laberge. How does institutionalized gender create additional barriers to employment for women with disabilities and cultural challenges? / Audrey Dupont, Marie Laberge, Sylvain Letscher, Normand Boucher. Well-being at work of autistic women: Adapting the provision of support services to gendered expectations in the workplace / Valérie Martin. Gender and disability, case study within a Quebec employment assistance structure / Sami Fettah, Isabelle Berger, Savanah Laurence, Isabelle Feillou, Aline Lechaume, Loup Lavaud, Marie Laberge. Occupational cancer in semiskilled trades trainees: Early prevention considering disability, ethnicity and gender / Nadielda Pastor-Bédard, Jena Webb, Sami Fettah, Isabelle Berger, Marie Laberge. Racial and ethnic discrimination in the workplace and the RTW issues The work place environment in the health care sector / Sameena Iqbal. Racial and ethnic inequities in the return-to-work of workers experiencing injury or illness: Finding from a systematic review / Arif Jetha, Lahmea Navaratnerajah, Faraz Vahid Shahidi, Nancy Carnide, Aviroop Biswas, Basak Yanar, Arjumand Siddiqi. Protecting migrant workers and OHS Housing and working conditions of temporary migrant workers in Quebec: Preliminary results / Maria Tran. Health and safety protection of immigrant workers in warehouses in the Montreal Region (Canada): What potential for inspectorate action? / Raphaëlle Bruyère, Manuel Salamanca Cardona, Laurence Hamel-Roy, Geneviève Baril-Gingras. Methedological issues in developing a quantitative evidence base to foster occupational health and workplace equity Develop a reliable evidence base for occupational health and workplace equity: Why worry about methodology? / Karen Messing, Valérie Lederer, Hélène Sultan-Taïeb. Navigating the complexity: Using emerging statistical tools to uncover hidden occupational health risks through intersectional analysis / Valérie Lederer, Karen Messing, Hélène Sultan-Taïeb. Setting priorities following Quebec's occupational health regime modernization: The importance of considering gender and occupation for effective prevention mechanisms / Susan Stock. Developing a gender measure based on secondary data from de PROQ study: Association with risk factors and cardiovascular diseases over a 24-year period / M. Gilbert-Ouimet, A. Zahiriharsini, P. Smith, X. Trudel, D. Talbot, C. Brisson, A. Milot. Trade unions' and different partners' role in OSH The effect of OHS of the lack of a common language in unionized workplaces / Marie-Hélène Bonin. Safe work integration of recent immigrant and refugees: Employer and service provider perspectives / Basak Yanar, Kay Nasir, Peter Smith, Stephanie Premji. Precarious status, precarious work and compensation experience Claim suppression in Toronto's precarious work sector: A community-based study of the lived experiences of Bangladeshi immigrant workers / Stephanie Premji, Momtaz Begum, Kishower Laila, Fabiha Tahsin, Sultana Jahangir. « Il m'a touché et je ne pouvais rien faire »: Undocumented women organizing against the denial of legal protection against sexual harassment / Noémie Beauvais, Rachel Cox, Dalia Gesualdi-Fecteau. Protecting migrant workers: How to improve the prevention schemes? Occupational health and safety, injury, and compensation among migrant agricultural workers in Ontario: Risks, vulnerabilities, and opportunities for reform / Stephanie Mayell, Janet McLaughlin. Silent exposures and collective capabilities: Researching and intervening online with seasonal agricultural workers to act in health and safety at work / Fabienne Goutille, Nadège Degbelo, Cecilia Calleja, Alain Garrigou, Jacqueline Candau. Social determinants of health among agricultural temporary foreign workers in Quebec: A quantitative study / Danièle Bélanger, Véronique Tessier. Needs and presence of temporary migrant workers in the regions of Quebec: A detailed public data analysis / Jorge Frozzini, Vincent Arnaud. Precarious employment and health: What does class have to do with it? / Carles Muntaner. Protecting migrant workers and OHS: A Dutch experience in the nursing sector Caring far from home: Indonesian nurses' work-related experiences and access to OHS services in the Netherlands / Agnes Meershoek. First Nationals safety culture / Toby Desnomie. Working environment and OHS: Precarious employment Working conditions of young Canadian food couriers in Toronto and Montreal / Mircea Vultur, Émile Baril. Occupational health and safety in warehouses: Employment precariousness and migratory status: The case of Dollarama and Amazon's business models in Montreal / Manuel Salamanca Cardona, Martine D'AMours, Mostafa Henaway, Laurence Hamel-Roy, Yanick Noiseux, Christophe Cinq-Mars. Refugee workers' experiences with occupational health and safety in the context of precarious employment / Sonja Senthanar, Mehrnaz Nazari, Philip Bigelow. Protecting migrant workers: A French experience in various industries The challenges of including migrant construction and public works workers in France: Work psychodynamics approach / Rym Chaabouni, Pascale Molinier. Foreign workers, labor market segmentation and health at work in France in the 2010's / Damien Sauze. Rehabilitation and RTW issues: Systemic inequities How immigrant injured workers in Québec experience their rehabilitation process: Preliminary analyses from a life-course perspective / Daniel Côté, Jessica Dubé, Ai-Thuy Huynh, Amélia León, Mircea Vultur, Sylvie Gravel, Stéphanie Premji, Michael Flynn. The role of mistrust on the rehabilitation trajectory of work-injured immigrant workers / Maude Arsenault. Harvesting occupational injuries on Quebec's farmlands: Barriers to the return to work for migrant farmworkers / Jill Hanley, Guillermo Vensan, Pankil Goswami. Experiences of injured immigrant workers trated in physiotherapy: An international perspective / Victoria Gomez, Debbie Feldman, Daniel Côté, Dahlia Kairy, Marie Laberge, Rock Lafrance, Maxi Miciak, Sara Saunders, Amélia León, Maud Morin, Tatiana Orozco, Anne Hudon. Atypical schedules in France and Quebec: Sources of precarity, occupational health and safety risks, and gender and other social inequalities A portrait of atypical scheduling in Quebec, Canada / Mélanie Lefrançois, Karen Messing. Atypical schedules in France: An overview of social and gender inequalities / Sophie Prunier-Poulmaire, Ghislaine Tirilly, Marlène Cheyrouze, Béatrice Barthe. Occupational health and safety issues related to the management of split shifts in school=based daycare services in Quebec / Mélanie Lefrançois, Rachel Faust. Women with atypical schedules and ethical challenges: The case of nursing assistants in long-term care in France / Yann Le Chêne, Marlène Cheyrouze, Béatrice Barthe. Can feminist management of schedules help limit staff turnover in women's shelters? / Vanessa Blanchette-Luong, Karen Messing, Nathalie Houlfort, Jessica Riel, Katherine Malchelosse. Poster presentations "I grabbed my stuff and walked out": Precarious workers' responses and next steps when faced with procedural unfairness during work injury and claims processes / Ellen MacEachen, Nicole Billias, Sue Sherifali. Digital platform care jobs and work conditions: Exploring care gig work / Pamela Hopwood, Ellen MacEachen. The link between compassion fatigue and mental health among beneficiary attendants working with the elderly / Alexandra Lecours, Charlotte Labrecque. A case study on seasonal migrant workers perceived working conditions in an outdoor plant nursery / Rebeca Villanueva Gomez, Ornwipa Thamsuwan, Ricardo A. Barros-Castro, Lope H. Barrero. Protocol of a study aiming to develop participatory solutions to the issue of early retirement intentions among car workers / Ghada Derbel, Alexandra Lecours. Provide evidence-based and map-based information to stakeholders regarding the reduction of socioeconomic inequalities and social inequalities in health among precarious workers through employer initiatives to improve working and employment conditions / Lise Poisblaud, Mariève Pelletier, Shelley-Rose Hyppolite, Faïza Lazred, Edith Villamil, Jacky Ndjepel, Jean-Philippe Sylvestre, Michel Vézina. Promoting gender equity in WMSD prevention: A scoping review of gender differences of WMSD-related work exposures / Carla Torres, Marcela Marques de Queiroz.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.032 | 0.002 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".