{"id":"W1520531827","doi":"10.15210/interfaces.v8i2.7030","title":"SOCIETÉ DES SAVOIRS ET TRANSFORMATIONS CULTURELLES.","year":2012,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Art; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003933103,0.0005441324,0.0004740623,0.0004428365,0.003993827,0.001024964,0.001209159,0.0007445652,0.0001819908],"category_scores_gemma":[0.001096901,0.000507824,0.0004307923,0.002439386,0.0003287991,0.004128913,0.0001484657,0.0008500434,0.000153949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433476,"about_ca_system_score_gemma":0.002129222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000139913,"about_ca_topic_score_gemma":0.0003407226,"domain_scores_codex":[0.9937569,0.001044686,0.000857363,0.000727222,0.001827146,0.001786662],"domain_scores_gemma":[0.9966117,0.0004261812,0.0004676666,0.0005545703,0.0006505692,0.001289345],"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":[0.00002760492,0.0008338424,0.002499377,0.00006319488,0.00005689634,0.000004488078,0.1074243,0.00004428066,0.001313799,0.8818841,0.003033722,0.002814338],"study_design_scores_gemma":[0.00055293,0.0000578804,0.01715288,0.0001690648,0.0001033373,0.0001820265,0.02613281,0.0001454968,0.000569099,0.001734846,0.9525458,0.0006538791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.281389,0.002031749,0.003765767,0.1181766,0.004812364,0.001141324,0.00009317773,0.0005384138,0.5880517],"genre_scores_gemma":[0.9912369,0.002299455,0.002897242,0.0007527571,0.001603844,0.0001746055,0.00008597237,0.00003910433,0.0009101481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.949512,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838390075656016,"score_gpt":0.3025168374168957,"score_spread":0.2641329366603355,"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."}}