El uso de SIG de software libre para la consolidación de contenidos de la Geografía Física de España en 2º de bachillerato
Bibliographic record
Abstract
[SPA] El objetivo de este estudio es conocer la percepción que tienen los estudiantes del Grado en Trabajo social sobre el concepto de competencia y sobre las competencias adquiridas a través de su formación, para proponer alternativas o instaurar mejoras, de cara a disminuir los posibles efectos negativos de la reciente implantación de los nuevos títulos y ofrecer una formación de la máxima calidad. Para llevar a cabo la investigación y conocer la opinión de los agentes directos que forman parte del sistema universitario, se elaboró un cuestionario estructurado que se puso a disposición de todos los alumnos. Dicho cuestionario fue cumplimentado por un total de 170 estudiantes. Se procedió a la explotación de datos para la obtención de resultados. Los estudiantes desconocen el concepto de competencia, así como la diferenciación entre su clasificación. En cuanto a la evaluación de la adquisición de las competencias específicas, los resultados no muestran una evaluación negativa. [ENG] The aim of this study is to know the perception that the students of the Degree in Social Work has on the concept of competence and on the competences acquired through their formation, with a view to proposing alternatives or introducing improvements, in order to reduce the potential negative effects of the recent implantation of the new degrees and offer training of the highest quality. To carry out this investigation and to know the opinion of the direct agents who form part of the university system, a structured questionnaire was elaborated. It was put at the disposal of all the pupils. This questionnaire was fulfilled by 170 students. We proceeded to the exploitation of data to obtain results. Students do not know the concept of competence or the differentiation between its classification. Regarding the assessment of the acquisition of specific competences, the results do not throw a negative evaluation.
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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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".