Notice bibliographique
Résumé
Citation (2019), "Index", Haack, P., Sieweke, J. and Wessel, L. (Ed.) Microfoundations of Institutions (Research in the Sociology of Organizations, Vol. 65B), Emerald Publishing Limited, Bingley, pp. 429-442. https://doi.org/10.1108/S0733-558X2019000065B035 Publisher: Emerald Publishing Limited Copyright © 2020 Emerald Publishing Limited INDEX Note: Page numbers followed by “n” with numbers indicate notes. Abduction, 121 Abstract, 67 Academic Health Science Centres (AHSCs), 274 activation, 281 aligning with dominant discourse, 287 aligning with existing field elements, 290 aligning with highly legitimate actors, 290–291 bundling with field elements, 284 contextual design of solution, 282 data collection and analysis, 278–280 dormancy, 284–285 engaging key stakeholders, 287–288 to English healthcare, 277–278 framing organizational form as solution, 282–284 gaining support and mobilizing forces, 287 garbage can model of translation, 280 methodology, 277 microfoundations of institutions, 275–276 microfoundations of translation, 274–275 mobilizing symbolic resources, 288–289 NHS, 286–287 reactivation, 286 Ten Key Principles, 281–282 theoretical background, 275 transition between phases, 291–292 translation in institutional theory, 276–277 Accessibility to information, 51, 53, 55 Action-formation mechanisms, 340 Action-oriented metaphors, 312 Actors, 130, 243 in institutional explanations, 343–348 Adelie penguins, 99 Administrative actions, 262 Adult volunteers, 146 “Africa”, 89 Afterschool and summer programs, 148 Agency, 63–64 role of conventions of narrative necessity in constitution of, 79–80 Agential realism, 214–215 Aggregation, 341 Alberta Oil Conservation Board, 51 Alberta oil sands, 42, 44–46 data sources and analysis, 46–50 development timeline and selected hearings, 45 Alternation, 87–88, 97–99 Amplification, 87–88, 99–101 Analytic approach, 217–218 Analytical independence, 111 Analytical process, 114 Analytical skills, 170, 172–174, 183–185 Arab oil embargo (1973), 52 Argumentation theory, 4–7 Arguments, 4–5 and macro–micro divide, 11–13 methodological considerations, 16–17 and nature of taken-for-grantedness, 7–11 and political dynamics of institutions, 13–16 structure, 5 Toulmin Model of Argument, 5–7 Arthur Andersen, 177 Artificial intelligence (AI), 110, 113 Association of Academic Health Centers (AAHC), 284 Associations, 111 Atheoretical discipline, 110 Attachment, 307–308 emotions, 306 Audio storytelling, 92 Audit, 145, 151 culture, 151 Autocatalysis, 338 Backing, 6, 11–12 ratio measure, 13, 17 Backstage, 160–162 Baldwin Place Synagogue, 225–226 Bangladesh Rural Advancement Committee (BRAC), 174 Banking logics, 250–251 Bardic vision, 69 Behavior, 212 Behavioral conformity, 10 Benefits/costs, distribution of, 52, 54, 56 “Big data” methods, 110 Big Five, 177 Bizarre potentials, 195, 202 Black boxing interaction, 332 “Blue Planet II, The”, 89 “Blue Planet, The”, 89–90 “Blue-chip” films, 87, 89 Boudon–Coleman diagram, 322 Boundary work, 245 Bourdieusian perspective, 130 empirical illustration, 133–138 field to fields, 132–133 and Giddens on relation of micro and macro, 131 implications of switching between fields, 137–138 praxeology, 131 rules of game in tax field, 133–137 theoretical framework, 130–133 theory of action, 131–132 Breach, 68, 76 Bridging levels of analysis, 12–13 British Broadcasting Corporation (BBC), 87 executive producer, 90 Natural History Unit, 87 Brothers Karamazov, The (Dostoevsky), 77 Bureaucratic nonprofits, 423–424 By-product metaphor, 308–309 Canada’s tar sands, 54–55 Canadian Association of Petroleum Producers (CAPP), 45 Canonical genre, 76 Canonicity, 68 Capitalism, 343 Capitals, 131–132 Carbon trading, 30 Career narratives, 64, 68, 70–78 Causal coherence, 68, 76 Causation, inter-level, 400 Centrifugal forces, 361 Centripetal forces, 361 Character frame, 195–196, 200–201 Christ Church, 219, 222–224 Civic engagement projects, 148 Civil Rights Act, 424–425 Claims, 6 Clean Air Act, 52 Clean Water Act, 52 Climate change, 103 Co-constitutive approach, 354–355 Coda, 67 Coercive religious and social memberships, 412 Cognition, 212 Cognitive legitimacy, 7 Cold Lake, 53 Coleman diagram, 401, 404 Coleman-Boudon diagram, 340 Coleman’s model of social scientific explanation, 413 Collective identity, 213 Collectives, 401 Colquitt’s procedural justice framework, 43 Communication, 10, 212 Community, 146 assets, 162 Compartmentalization, 75 Competing demands, 86, 88 Competitive alternation, 97 Complexity, 144–145 Complicating action, 67 Computational Linguistics, 110 Computational text-analytic methods, 111–112 Computer Science (CS), 110 Conceptual metaphors, 300–301, 306, 326 attachment, 307–308 implications for empirical research, 313 individuals as determinant, 309–310 institutions as determinant, 308–309 metaphors role in theory development, 302–304 micro-foundations of institutional theory, 301–302 in microfoundations of institutional theory, 304–306 organizational scholars, 299–300 role of emotions, 310–311 selecting metaphors for micro-foundations of institutional theory, 312–313 theoretical contributions to micro-foundation debate, 311–312 Conferences of the Party (COP), 24–25 plenary statements, 29 Configuration theory, 362 Congruence, 112 “Connectionist” justification, 147 Conservation, 103 Constitution Act, 52 Contemporary institutional theory, 371–372 Contemporary institutionalism, 317–318 Contemporary micro-institutional research streams, 380–381 Content analysis, 16 Contract organization, 258, 262 for arranging public services provision, 260–262 Control variables, 398 Conventions of narrative, 65 Conversation analysis, 111 Corporate giving, 136 Corporate social responsibility (CSR), 136, 144 Corporate volunteering, 144 Corporation, 146 Correlational analysis, 111 Counterfactual situations, 8 Course in General Linguistics (1956), 111 Critique, 25 and actor positions over time, 34–35 critical tests as forms of, 28, 36 in UN Climate Policy, 32–34 Cross-level projects, 359 Cultural activity, 412 Cultural artifacts, 86 Cultural capital, 132, 134 Cultural toolkit, 146 Cyclic steam stimulation (CSS), 53 Data, 6 analysis, 46–50 ratio, 17 sources, 46–50, 216–217 structure for meta-frames, 47 textual, 110–111 verbal, 92 Decision-making processes, 51, 53, 55–56 Decoupling, 148, 163 Deforestation, 30 Deinstitutionalization, 9–10, 381 Deloitte Touche Tohmatsu, 177 “Demand-side” processes, 258 Development logics, 250–251 Diffusion, 276 Dimensionality reduction, 116–117 Dirty fuel, 54 Dirty gasoline, 54 Disadvantaged youth volunteers, 149 Disavowing but mobilizing taboo background knowledge, 155–158 Discounted cash flow model (DCF model), 6 Discourse analysis, 16 in institutional processes, 65–66 Discovery channel, 90 Distant reading, 110 Distinctiveness, 78–79 Distributive justice, 43 Diversity, 158 Diversity programs, 425–426 Domain knowledge, 113 Domestication process, 303 Dormancy, 284–285 “Drama and majesty” of nature, 87, 89 Dutch Golden Age, 427 Eastern European Jewish, 225–226 Echo-chamber effect, 309 Echo-chamber metaphor, 309–310 Economic capital, 132, 134–135 development, 343 environments, 399 experts, 42 logic, 395 Effective tax rate (ETR), 133 Electric Vehicle industry (EV industry), 109, 115 Embeddedness, 301, 304 Embodiments, 24–25 Emission targets, 30 Emotional amplification, 309 Emotions, 89, 103, 213 Empathic skills, 170, 172, 174–175, 185–186 Empirical partaking, 120 Empowered action, 417 Empowered actorhood, 416 Empty signifiers, 160 Energy Resources Conservation Board (ERCB), 51, 53 English healthcare, AHSC to, 277–278 Enthusiastic means-ends decoupling, 151–155 Enthusiastic small-talk as simulacrum of intimacy, 158–159 Entrepreneurial firms, 9, 17 Environment(al), 43–44 issues, 87, 89, 103 NGOs, 30 Ernst & Young, 177 Error cascades, 383 Esso Resources oil development, 53–54 Ethnic groups, 213 Ethnicity, 212 Evaluation, 67, 69 Event-history analysis, 111 Existential tests, 27–28, 30–31, 33, 35 Explanandum, 398 Explanans, 398 Extensive archival research, 278 External critique, 37 Extraction process, 113 Fairness, 41 aspects of legitimacy, 42 and containment/expansion framings, 48–49 data structure for meta-frames, 47 Federal Government Challenges Provincial Jurisdiction (1973–1989), 52–54 framings, 45, 50 indigenous people’s conceptions of, 44 invocations, 50 methodology, 44–50 as microfoundation of moral legitimacy, 43–44 Oil Sands Challenges Conventional Oil (1960–1972), 51–52 Oil Sands Development Outpaces Conventional Oil (1990–2010), 54–56 Family, 146 “Family lunch” situation, 195 “Family-like” relationship with disadvantaged youth, 159 Fantasy, 307 Fed Chair, 10, 17 Federal Clean Air Act, 52 Federal Government Challenges Provincial Jurisdiction (1973–1989), 52–54 Field, 131–132 frame, 280 invariant, 16 Field-configuring events, 24 Field-level dynamics, 299, 302 Field-level isomorphism, 375 Filtering features of original organizational form, 283 Financial experts, 42 Flaming, 75–76 “Flat” or “simple” ontology, 111 Floating signifiers, 160 Focal actor in narrative analysis, 70 Formal mentorship programs, 426 Formalization mechanisms, 251 Foundations (see also Microfoundations; Macrofoundations), 305–306 signal, 403 Frame Analysis (1974), 111 Frames, 195, 199, 279 character, 195–196, 200–201 field, 280 layered situational, 201–202 multiple, 200 natural, 208n2 role, 195–196, 200 situational, 195 Framing skills, 170, 173, 175, 186–187 Frontstage, 160–162 Frozen Planet, 89–90 Future perfect, 151, 162–163 General Motors (GM), 115 Generalities, 160 Generalization, 118–119 Giddens’ structuration, 131 Giga-project, 54 Gioia method, 116, 118 Global partnership, 33 Glocalization, 417 Glue metaphor, 307 Goffman’s theory, 199–200 “Green” orders of worth, 44 Greenhouse gas emissions (GHG emissions), 45 Grounded methods, 111 Habitus, 131–132 Harkness Fellowship program, 282 Hegemony, 14–15 Heterogeneity, 380 High-level plenaries, 29–30 High-stakes COPs, 30 Human individual, 415–416 Human intentionality, 68 “Human Planet”, 89 Human resources (HR), 413 Humans, 214 Humans live across institutions, 202 “Hunt, The”, 89 Hybrid organizations, 163 Hybrid role, 243, 247 Ideal-type “logics”, 147 Identity, 43 narratives, 66 role of conventions of narrative necessity in, 78–79 Imitation process, 277 Imperial Oil Esso Hearing, 53 Implicit strategy of firm, 119 In situ–refining operation, 46 In-house professionals, 258 Individual-level heterogeneity, 396 Individualism, 261 Individuals as determinant, 309–310 Inevitable performative effect, 80 Influence, 246, 362 Informant’s agentic self, 65 Informational justice, 43 Inhabited institutionalism (see also Integrative institutionalism), 319, 326 contemporary institutionalism, 317–318 mesosociological approach, 326–332 micro, 322–326 problem of methodological individualism, 321–322 reason for micro turn, 319–321 social interaction, 318–319 time and space as levels of sociological analysis, 324 Inhabited institutions approach, 205–207 Injustice, 44 Institution(al), 3, 7–16, 24–25, 27, 246, 323, 395 alternatives, 38 bureaucratic nonprofits, 423–424 complexity at two levels, 13 conflicts, 89 construction of micro-social reality, 414–417 creation and maintenance, 24 critique, 25–28 demands, 88 as determinant, 308–309 diversity programs, 425–426 Dutch Golden Age, 427 entrepreneur, 172 entrepreneurship, 358 field, 129, 130, 132 formal mentorship programs, 426 industrial relations and personnel departments, 425 intrapreneurs, 251 maintenance and change, 4 micro and macro arguments, 420–421 micro-social accounts, 419–420 micro-social research, 420 microfoundations, 170, 213 models for department organization, 421–422 norms, 24–25 opacity, 424 organizational openness and transparency, 423 pattern, 261 processes, 214, 338 scholars, 11, 215–216 structures, 373 theory of institutional politicization, 15–16 trajectory, 259, 264–265, 267–268 types, 362 vacuum, 202 work, 24, 274–275, 344 Institutional analysis, 88–89 of situations, 206 Institutional change, 258, 380 occupation gains capacity for, 268–269 of public services provision, 259–262 Institutional dynamics, 86, 344 micro-foundations of, 244–246 of North End, 218–229 Institutional entrepreneurs’ skills, 170 analytical skills, 170, 172–174, 183–185 concept for microfoundational research, 171 empathic skills, 170, 172, 174–175, 185–186 framing skills, 170, 173, 175, 186–187 implications, 178–179 methodology, 172 organizational skills, 170, 173, 176–177, 189–190 tactical skills, 170, 173, 177–178, 191 timing skills, 170, 173, 178, 192 translational skills, 170, 173, 175–176, 188 unpacking, 172–173 Institutional logics, 38, 146, 163–164, 194, 196, 202–204, 242–243 approaches, 147–148 cross-level model of, 332 implications for research on micro-foundations of, 204–205 and layered situational frames, 201–202 micro-foundations of, 196–198 perspective, 146 studies of, 145 Institutional mission, 264–265 Institutional theory, 64, 66, 86, 130, 132, 241, 244, 275, 320, 344–346, 378, 410 American school of, 276 micro-foundations of, 302 microfoundations of, 338 translation in, 276–277 Institutional theory of organizations, 258–259 Institutionalism, 356–357, 361 Institutionalization, 9–10, 276, 375, 377, 381, 383 Institutionalizing place analytic approach, 217–218 census and map sources, 237 Christ Church, 219, 222–224 data sources, 216–217 Eastern European Jewish and Baldwin Place Synagogue, 225–226 institutional dynamics of North End, 218 institutionalizing process meaning of North End as Place, 230 Irish and St. Mary’s Church, 224–225 Italians and St. Stephen’s Church, 226–229 material practices and material forms, 214–216 methods, 216 microfoundation of place, 212–213 North End temporal sequences from data triangulation, 220–221 people and buildings, 218–219 religious buildings sources, 238–239 “Institutions First” heuristic, 404 Instrumental legitimacy, 43 Integration social enterprises, 251 Integrative institutionalism (see also Inhabited institutionalism), 354, 364n1 argument, 359–363 co-constitutive approach, 354–355 foundations of institutions, 353–354 fracture in family, 357–359 illustrious genealogy, 356–357 micro-foundational movement, 355–356 Integrative medicine (IM), 251 Integrative theorization, 359–360 Interactionist fallacy, 327 Interactions, 323 black boxing, 332 order, 323 situated, 196, 199, 202–204 social, 42, 205–207, 318–319 Interdependencies, 103 Internal Combustion Engine (ICE), 115 Internal critique, 37 Internet firms, 9 Interpersonal justice, 43 Interviews, 278 Intra-level causation, 400 Investment metaphor, 309 Iranian revolution, 52 Iran–Iraq conflicts, 52 Irish and St. Mary’s Church, 224–225 Isomorphism, 277, 375 Isonymism, 277 Isopraxism, 277 Italians and St. Stephen’s Church, 226–229 Joint service provision with private firms, 266–267 Justice, 42–44 distributive, 43 indigenous people’s conceptions of, 44 informational, 43 interpersonal, 43 organizational justice studies, 58 procedural, 43 Key stakeholders engagement, 287–288 Knowledge discovery, 113 KPMG, 177 Kyoto Protocol, 30, 54 Labov’s structural elements, 76 Language, 3, 14, 66, 300 recursivity of, 111–113 Langue, 121 Layered situational frames, 201–202 Layered social ontology, 400 Leadership-driven gradual institutional change embodying new practices in organizational governance, 265–266 establishing and managing joint service provision, 266–267 microfoundations model of, 262, 264 multilevel model of, 263 redefining institutional mission, 264–265 Legitimacy, 42, 293, 376–377, 383 cycles, 44 expansion, 381 fairness aspects of, 42 stretching, 381 Lesbian, gay, bisexual, and transgendered people (LGBT people), 70 LexisNexis, 58n2 Liberal society, micro-foundational aspiration in, 412–414 “Life of the Mammals, The”, 90 Life stories, 64, 68, 89 London School of Economics and Political Science (LSE), 176 Machine learning (ML), 110, 113 Macro arguments, 420–421 Macro institutional forces, 214 Macro-analysis of media-related texts, 117 Macro-collective mapping, 11 Macro-cultural lens, 244 Macro-dynamics, 354 Macro-foundations, 354, 403–404, 414–417 Macro-level meanings, 12 Macro–micro divide, 11–13 Mainline, 80–81n1 Major premise, 5 Management scholars, 44 Material, 212 culture, 215–216 forms, 214–216 practices, 214–216 Materiality, 214 MaxQDA, 46 Mechanistic explanation, 400 Melting icebergs, 87, 101 Mesosociological approach, 326–332 Meta-analyses, 360 Metaphors, 300 role in theory development, 302–304 Metaphysical pathos, 320, 322, 345 Methodological individualism, 342, 404 problem of, 321–322 Micro approach, 322–326 Micro arguments, 420, 420–421 Micro-individual, 11 Micro-institutional dynamics, underspecified role of narrative in, 65–67 Micro-institutional inquiry, 374 future directions for, 381–384 Micro-institutional process, 372 contemporary micro-institutional research streams, 380–381 decomposition to recomposition, 382 future directions for micro-institutional inquiry, 381–384 micro-institutional roots, 375–376 social-psychological foundations, 376–380 thinking in multi-mechanism framework, 372–375 Micro-institutional roots, 375–376 Micro-interactionist research, 207n1 Micro-level activities, 12 institutional work, 245 political processes, 260 processes, 322 Micro-social empirical and theoretical analyses, 409 foci, 411 institutional construction of micro-social reality, 414–417 processes, 409–410 research, 420 Micro-Social Theory and Research, 410–412 Microchauvinism, 321 Microcoding, 117 Microfoundations, 108, 111–113, 301–302, 339–341, 353–354, 372, 393–394, 403–404, 409 approach, 169–170, 243–244, 258 aspiration in liberal society, 412–414 challenges and opportunities in research, 109–111 conceptual metaphors in, 304–306 definitional issues, 401–403 emerging approaches to micro-foundations, 244–246 implications for research, 204–205 of institutional logics, 196–198 institutional theory, 241–242 of institutional theory, 302, 338, 347 of institutions, 129–130, 170, 212, 260, 275–276, 320 links to existing microfoundations scholarship, model of gradual institutional change, of moral legitimacy, 42–44 to processes, and 343–348 42 and managing logics, of public services provision, 259–262 selecting metaphors for micro-foundations of institutional theory, 312–313 sources of and managing theoretical contributions to micro-foundation debate, 311–312 319, 321 divide, 323 isomorphism, 375 premise, 5 approach, challenges and opportunities in microfoundations research, 109–111 empirical 112 narrative analysis, 103 framework, 51, 53, 55 fairness as microfoundation of, 43–44 microfoundations of, 42 44 microfoundations to, in institutional explanations, 343–348 analytical approach, 103 research methods, 313 111–113 frames, 200 institutional logics, 242–243 86 conventions of narrative necessity in of self, 70–78 form, 64, of research and methods, role of conventions of narrative in organizations, 66 structure, underspecified role of narrative in micro-institutional dynamics, 65–67 Energy 52 Health 286 of Natural frames, 208n2 Natural 110–111 89 144 but mobilizing taboo background knowledge, 155–158 means-ends decoupling, 151–155 small-talk as simulacrum of intimacy, 158–159 signifiers, 160 and 160–162 future perfect, 162–163 institutional logics, methods, and in youth environments, theory, 345 of 149 youth, 149 24, 30, 174 149 theory, 5 methods, 110 10, 46 gains capacity for institutional change, 268–269 Oil Sands Challenges Conventional Oil (1960–1972), 51–52 Oil Sands Development Outpaces Conventional Oil (1990–2010), 54–56 North (see Christ 424 process, 280 of approach, 147 actors, 87 43 environments, 399 323 of, form, 163 governance, 265–266 institutional theory, 345 institutionalism, 258, justice studies, 58 375 legitimacy, 359 openness and transparency, 423 scholars, 42, 304 scholarship, 37 skills, 170, 173, 176–177, 189–190 storytelling, 88 86 theory development processes, 302–304 as for institutional critique, 25–28 67, public services actors, for arranging public services provision, 260–262 institutional as strategy for gradual institutional change, 267–268 microfoundations and institutional change of provision, microfoundations model of gradual institutional change, occupation gains capacity for institutional change of organizations, 268–269 institutional theory of organizations, 258–259 121 68, 76 323 metaphor, 307 66 68 narratives, 68 158 136 rules of game in, 136 Place, 212, 218 scholars, 89 89 Political activity, 412 Political dynamics, 259, 264 of institutions, 13–16 Political experts, 42 54 in work, role, practices, sources and managing in of work, 247 to of logics, 338 institutionalism, 276 work, 245 institutionalism, 148, 245 87 learning dynamics, 264 of in The (1956), 111 for 148 177 of micro, 401 justice, 43 lunch” situation, 195 11 343 professionals, 262 258, 147 service organizations, 258 6 analysis, critique, actor 345 277 tests, 27–28, 6, 163 108, 110 analytical process, 114 framework, implications, of 111–113 404 68, 76 76 trading, 88 legitimacy, 43 146, 212–213 67 levels, 30 24–25, 27, of action, 37 frame, 195–196, 200 of in field, 136 in tax field, 133–137 institutionalism, 358 276 analysis, 118 78–79 66, 65–66 43 66, 76 118 alternation, 99 425 culture, 214 89 meaning of, 158 196, role of, 202–204 196, 202–204 as of layered frames, 195, frames, 195 mechanisms, 340 activity, 412 capital, 132, 136 144 302 research, 383 institutions, 111 42, 205–207, 318–319 scholars, 11, 44 theory on microfoundations, 131 11 explanation, 398 situations, 196, situational 196, Theory and Sociology 111 foundations, legitimacy, social practices, 243, issues, 103 262 analysis, 214–215 methods, 56 87 80 92 St. Mary’s Church, Irish 224–225 St. Stephen’s Church, Italians 226–229 44 146, 213 metaphors, 312 86 institutional 88–89 narrative analysis, analysis, analysis, research and data 243 89 processes, 258 development, 30 resources 288–289 244 hearings, 51 skills, 170, 173, 177–178, 191 sands, 46 field, rules of game in, 133–137 51, 53, 56 studies, 214 scholars, institutional work, Ten Key Principles, 281–282 103 in of work, with work, analysis, 110–111 coherence, 68, 76 118–119 111 Theory of development, 119 149 400 skills, 170, 173, 178, 192 426 in 55 9 Toulmin Model of Argument, 14, 16–17 mechanisms, 340 in institutional theory, 276–277 process work, 275 skills, 170, 173, 175–176, 188 29 metaphor, 309 383 tests, 27–28, 35 of 160 situations, 195, 206 Health 274 24 forms in UN Climate Policy, 32–34 Climate 24 empirical and method, as for institutional critique, 25–28 on Climate 24–25 COPs, 29 process, 30 for in plenary of in plenary of Argument, The 5 11 9 92 storytelling, 101 storytelling, 92 92 6 87 89 90 118 projects, 144–145 in youth environments, organizations, 30 on Microfoundations and Institutions of and Institutional at the Climate Framing Microfoundations of the of Oil Sands to the Conventions of Melting of Institutional in Microfoundations and for Research, Computational and Theory Development on Microfoundations to in Institutions Institutional and Institutional The as Key Institutional Institutionalizing and in North End and in the of Model of Institutional of the British Academic Health Science the Microfoundations of the of on Microfoundations Conceptual in of Institutional Theory in The of in Inhabited of and of the Micro in Institutional and Theory of to Research, and Microfoundations for Institutional The of the Institutions on the
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 | 0,001 | 0,008 |
| Méta-épidémiologie (sens strict) | 0,002 | 0,001 |
| Méta-épidémiologie (sens large) | 0,002 | 0,001 |
| Bibliométrie | 0,007 | 0,011 |
| Études des sciences et des technologies | 0,003 | 0,001 |
| Communication savante | 0,015 | 0,010 |
| Science ouverte | 0,003 | 0,005 |
| Intégrité de la recherche | 0,003 | 0,003 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,803 | 0,810 |
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 ».