{"id":"W4399879408","doi":"10.53557/elecciones.2024.v23n27.00","title":"Democracias","year":2024,"lang":"es","type":"article","venue":"Revista Elecciones","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Political science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908696,0.0005331546,0.0003698185,0.001686795,0.003839127,0.006378095,0.0005467727,0.001376636,0.05787419],"category_scores_gemma":[0.004097317,0.0001743185,0.0005191413,0.002442126,0.004633268,0.00294615,0.004330172,0.002331471,0.008671259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003936546,"about_ca_system_score_gemma":0.003753001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871237,"about_ca_topic_score_gemma":0.008809706,"domain_scores_codex":[0.9967766,0.001137096,0.0001163231,0.0005345403,0.0008003677,0.0006349455],"domain_scores_gemma":[0.9984659,0.0003732788,0.0001914901,0.0003594386,0.0003342227,0.0002756968],"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":[0.00002765789,0.00003960986,0.002612311,0.0001339652,0.00002261828,0.0001320355,0.003673706,0.000249475,0.0002314191,0.904972,0.0410305,0.04687473],"study_design_scores_gemma":[0.000008693964,0.00002167673,0.003376349,0.0001664196,0.000007545483,0.0001600625,0.002347143,0.0001224924,0.0001950885,0.06439909,0.9291844,0.00001103425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01379353,0.002910149,0.00209,0.01154201,0.0006172083,0.00004814709,0.0003676369,0.00009464396,0.9685366],"genre_scores_gemma":[0.5572583,0.007847109,0.003301372,0.008537551,0.0008349667,0.0001730019,0.001111179,0.0001694154,0.4207671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05787419,"threshold_uncertainty_score":0.1936085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140388115873735,"score_gpt":0.3880508794291325,"score_spread":0.3466469982703952,"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."}}