{"id":"W7155355609","doi":"10.36446/editorialsadaf.4.3","title":"Si queremos saber cómo sopla el viento podemos mirar la arena. Pensar el desarrollo psicológico observando el movimiento","year":2017,"lang":"","type":"book-chapter","venue":"","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Field (mathematics); Order (exchange); Government (linguistics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001536863,0.003494817,0.003195742,0.00106619,0.001928473,0.0007782349,0.004122476,0.003521495,0.07174306],"category_scores_gemma":[0.0003501727,0.003435558,0.001644548,0.0002140848,0.002160526,0.0008916841,0.00131155,0.003243788,0.04173405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233972,"about_ca_system_score_gemma":0.00111975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000743362,"about_ca_topic_score_gemma":0.000444716,"domain_scores_codex":[0.9854522,0.0008055571,0.003487199,0.005345169,0.001818762,0.003091091],"domain_scores_gemma":[0.9886686,0.001158502,0.002569524,0.004734552,0.001025261,0.001843584],"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":[0.00451003,0.006625649,0.02805581,0.0006100701,0.004449844,0.002722507,0.007070533,0.00001148144,0.002578256,0.5606347,0.3267442,0.05598697],"study_design_scores_gemma":[0.006431534,0.000628622,0.09257971,0.0005762721,0.0005503555,0.001884026,0.0004076778,0.00002801339,0.00008613313,0.04753486,0.845688,0.003604817],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04121096,0.001700386,0.000108182,0.006455484,0.02160223,0.003246015,0.0005480727,0.0003262663,0.9248024],"genre_scores_gemma":[0.1762953,0.001700781,0.001672884,0.01784341,0.001940317,0.000423129,0.0009625759,0.0006939713,0.7984676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5189438,"threshold_uncertainty_score":0.9993709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06523124550661705,"score_gpt":0.3514457614272717,"score_spread":0.2862145159206547,"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."}}