{"id":"W4391700274","doi":"10.4000/books.irdeditions.49192","title":"Construcción del camino de impacto","year":2023,"lang":"es","type":"book-chapter","venue":"IRD Éditions eBooks","topic":"Violence, Education, and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005264978,0.000524323,0.0005367586,0.0002909344,0.004268523,0.0002193515,0.0004929099,0.0005354791,0.0005900374],"category_scores_gemma":[0.0001043109,0.0005634848,0.0003895891,0.00009479732,0.002384134,0.0001169616,0.00008764361,0.0005003028,0.001518285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119459,"about_ca_system_score_gemma":0.001842403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259312,"about_ca_topic_score_gemma":0.004724212,"domain_scores_codex":[0.9972395,0.0001297429,0.0005600539,0.0006408283,0.0006079599,0.0008219397],"domain_scores_gemma":[0.9979894,0.0004216773,0.0003474494,0.0005188541,0.000339724,0.000382882],"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":[0.000007975353,0.0000359671,0.001084324,0.00007889342,0.000335184,0.00002372763,0.02136838,0.000002170626,0.00001071452,0.9368094,0.02674327,0.01349997],"study_design_scores_gemma":[0.0004526793,0.0001829609,0.01576076,0.00116856,0.0006870107,0.000045792,0.0387574,0.00000923392,0.0000508755,0.3739343,0.5673584,0.001592064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004281359,0.0003082019,0.000100343,0.001446596,0.002579959,0.0006014117,0.001209046,0.0003789546,0.9890941],"genre_scores_gemma":[0.3443981,0.005170442,0.0002822047,0.0003876339,0.002365587,0.0001431681,0.0001188894,0.0001132091,0.6470208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5628752,"threshold_uncertainty_score":0.9996817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899569446883034,"score_gpt":0.3262478382454206,"score_spread":0.2772521437765902,"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."}}