{"id":"W4414048183","doi":"10.63796/capacho.2022.v11i11.96","title":"Editorial","year":2022,"lang":"en","type":"article","venue":"Revista Científica El Capacho","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Sociology of scientific knowledge; Field (mathematics); Scientific field; Period (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002462981,0.001371136,0.001200847,0.002212971,0.001939944,0.006558863,0.001975477,0.004138291,0.1753974],"category_scores_gemma":[0.01841448,0.0004672791,0.00104969,0.0009443023,0.001195706,0.003311031,0.001459581,0.005106851,0.1095357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709833,"about_ca_system_score_gemma":0.002458747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049524,"about_ca_topic_score_gemma":0.001688554,"domain_scores_codex":[0.9971147,0.0003339891,0.0002697586,0.0005173532,0.001469932,0.0002943769],"domain_scores_gemma":[0.9838148,0.002566403,0.0009080156,0.001057804,0.00916329,0.002489709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001995352,0.000008095055,0.0000353709,0.0001176256,0.00000325328,0.00007465737,0.00001253026,0.00001030564,0.00006257686,0.0004523634,0.9891402,0.0100631],"study_design_scores_gemma":[0.000009472995,0.00001028894,0.0001217344,0.0001638471,0.000004416815,0.0001695408,0.00003181511,0.00001772031,0.00007643222,0.0003543034,0.9990362,0.000004355972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001822165,0.005047463,0.0002831598,0.03263513,0.9279564,0.000061302,0.0005505596,0.0002560748,0.03302761],"genre_scores_gemma":[0.002879836,0.008302685,0.000339434,0.02966615,0.8076146,0.0000664721,0.0007869573,0.000235259,0.1501086],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8246025,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369962358925761,"score_gpt":0.2642492773036859,"score_spread":0.2505496537144283,"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."}}