{"id":"W4321152966","doi":"10.5281/zenodo.7643673","title":"Introducción del contexto en la investigación SEW: retos y oportunidades / Introducing context in SEW research: challenges and opportunities","year":2022,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Context (archaeology); Political science; Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005750541,0.0005745279,0.000760986,0.002889603,0.004776907,0.01166315,0.00110161,0.002103015,0.00531402],"category_scores_gemma":[0.006760283,0.0004929876,0.0005266166,0.004289475,0.006430028,0.007065354,0.00575497,0.002752733,0.0006009687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415862,"about_ca_system_score_gemma":0.005453401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004293228,"about_ca_topic_score_gemma":0.0117766,"domain_scores_codex":[0.9952279,0.003476221,0.0002462602,0.0003535632,0.0003478217,0.0003480985],"domain_scores_gemma":[0.9888324,0.007467333,0.001723318,0.0005158136,0.000788506,0.0006726104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001565789,0.000287688,0.1050822,0.006412598,0.00008561317,0.004993858,0.365721,0.0005343495,0.002429052,0.1875736,0.01813767,0.3085857],"study_design_scores_gemma":[0.00002079919,0.0002109561,0.05726973,0.01208149,0.00007783926,0.002503752,0.5284936,0.0005169982,0.0007757909,0.05502087,0.3429395,0.00008864285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5696024,0.2207722,0.02509383,0.07489317,0.005506929,0.0006116687,0.000720583,0.00009660004,0.1027026],"genre_scores_gemma":[0.8811005,0.07848842,0.01821148,0.007740093,0.001778708,0.0006609355,0.0002435173,0.00006942738,0.01170695],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01166315,"threshold_uncertainty_score":0.03041214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1726182066680019,"score_gpt":0.3837590725849357,"score_spread":0.2111408659169338,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}