{"id":"W3123053345","doi":"10.29197/cpu.v18i35.413","title":"De la alienación al alineamiento constructivo. Más allá de la trampa mecanicista","year":2021,"lang":"es","type":"article","venue":"Cuaderno de Pedagogía Universitaria","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault College","funders":"","keywords":"Constructive; Meaning (existential); Sociology; Interpretation (philosophy); Higher education; Order (exchange); Quality (philosophy); Pedagogy; Plan (archaeology); Epistemology; Engineering ethics; Political science; Engineering; Computer science; Law; Philosophy; History; Process (computing); Business; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001863454,0.0003277709,0.000362498,0.0001613971,0.0008706849,0.0006111551,0.0006304223,0.0005554407,0.002355539],"category_scores_gemma":[0.0005673678,0.0004254343,0.0002605015,0.0005861098,0.001327331,0.0003587757,0.0001457316,0.0007957417,0.00006240851],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163896,"about_ca_system_score_gemma":0.005880865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579458,"about_ca_topic_score_gemma":0.0004724531,"domain_scores_codex":[0.9953399,0.002360222,0.0002937468,0.0006110083,0.000463497,0.0009316154],"domain_scores_gemma":[0.9975093,0.001100227,0.0001926103,0.0003786742,0.0001957621,0.0006234277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005773797,0.0006013419,0.0766132,0.0000540191,0.0003914079,0.0006190322,0.2326048,0.0001291258,0.003002295,0.6691556,0.01187406,0.004897383],"study_design_scores_gemma":[0.001457965,0.00004270617,0.01484521,0.0001176463,0.0003356045,0.0001800407,0.4125944,0.0004320939,0.0004638576,0.005152388,0.5638224,0.0005556053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6730915,0.0007414853,0.003346726,0.01195678,0.0006038059,0.0001599574,0.00004886499,0.0001723795,0.3098785],"genre_scores_gemma":[0.9873622,0.0004924893,0.00345199,0.00124987,0.0004173992,0.000003012329,0.00002880281,0.00004278686,0.006951428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6640032,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313122057371347,"score_gpt":0.3651236623472213,"score_spread":0.3419924417735078,"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."}}