{"id":"W4306938109","doi":"10.52358/mm.vi11.284","title":"Entornos Personales de Aprendizaje para la creación de hubs sociales","year":2022,"lang":"es","type":"article","venue":"Médiations et médiatisations","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002729837,0.000547598,0.000306777,0.00151026,0.003510037,0.00615459,0.0007236135,0.0009889002,0.01436575],"category_scores_gemma":[0.006217193,0.0003317935,0.0003884755,0.001511429,0.003728704,0.005821527,0.004462993,0.001247699,0.001281805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808929,"about_ca_system_score_gemma":0.003291948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006332251,"about_ca_topic_score_gemma":0.01273409,"domain_scores_codex":[0.9983234,0.000683339,0.00006698661,0.0003012884,0.0003602709,0.0002647818],"domain_scores_gemma":[0.9949987,0.001806443,0.0007898867,0.000589185,0.0009190173,0.0008967917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000260043,0.000292589,0.1204179,0.001401823,0.00009910145,0.001544189,0.310455,0.00132942,0.009275454,0.2532636,0.0124691,0.2891917],"study_design_scores_gemma":[0.00003020203,0.0003198498,0.1091311,0.001364076,0.0001946637,0.0009326343,0.3046221,0.001907576,0.004179769,0.04743613,0.5297758,0.0001059633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6844284,0.004071875,0.05096138,0.008241496,0.000511545,0.0002406508,0.0004102573,0.0004892921,0.2506451],"genre_scores_gemma":[0.9569353,0.001812502,0.00764849,0.0002972216,0.00009931836,0.00009589011,0.0001311359,0.00006496793,0.03291509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436575,"threshold_uncertainty_score":0.04805827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06290692483936736,"score_gpt":0.3373274626808833,"score_spread":0.2744205378415159,"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."}}