{"id":"W4392133879","doi":"","title":"Intervención en la ZPD: ¿Un proceso estrictamente cognitivo?","year":2009,"lang":"fr","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Nursing care and research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Psychology","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01046955,0.000614054,0.0007231713,0.0005653945,0.001074733,0.0002518966,0.001661644,0.001340544,0.01123392],"category_scores_gemma":[0.0053702,0.0006078146,0.0003605062,0.001003618,0.0006824497,0.0001694141,0.0007087506,0.002899046,0.002275651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413244,"about_ca_system_score_gemma":0.001207801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391769,"about_ca_topic_score_gemma":0.002945515,"domain_scores_codex":[0.963231,0.03284854,0.0009514421,0.001030898,0.0008325104,0.001105591],"domain_scores_gemma":[0.986631,0.007175737,0.0007901791,0.001804547,0.003039775,0.0005587858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005195644,0.002257193,0.00225518,0.001203881,0.0002396306,0.00006193975,0.03546429,9.41311e-7,0.0006128019,0.06117569,0.05178402,0.8448924],"study_design_scores_gemma":[0.00206343,0.000004743438,0.009451454,0.02901137,0.0001972417,0.00004231757,0.002105242,0.0009040741,0.003901772,0.004213142,0.9471813,0.0009238853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008945514,0.00706968,0.01497162,0.04063848,0.0007905142,0.001726878,0.0001522531,0.0003596681,0.9253454],"genre_scores_gemma":[0.06605775,0.003684435,0.01399011,0.0005545724,0.0002371983,0.0001479171,0.0005364218,0.0002942711,0.9144973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8953973,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219320876329174,"score_gpt":0.3346124426945287,"score_spread":0.3126803550616113,"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."}}