{"id":"W4385806857","doi":"10.36311/2236-5192.2023.v24.e023012","title":"CIEPS","year":2023,"lang":"pt","type":"article","venue":"Educação em Revista","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Sociology; Philosophy","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":[0.001467311,0.0006417563,0.0004911052,0.003069701,0.003050255,0.007290961,0.002087004,0.002693541,0.2071722],"category_scores_gemma":[0.007087852,0.000352186,0.0006099429,0.003737373,0.001839155,0.003875297,0.004373541,0.002426009,0.09429115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700718,"about_ca_system_score_gemma":0.007145207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282868,"about_ca_topic_score_gemma":0.03154724,"domain_scores_codex":[0.9973556,0.0003553893,0.000169329,0.0004953173,0.001175565,0.0004489343],"domain_scores_gemma":[0.9975207,0.0003373307,0.000184885,0.0004171879,0.001146897,0.0003928939],"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":[0.00009318105,0.00006129301,0.002325238,0.001340987,0.00002014674,0.0005680125,0.003682482,0.0001534468,0.0008777905,0.2254186,0.5368676,0.2285913],"study_design_scores_gemma":[0.000002274646,0.000007196151,0.000794315,0.0001300747,0.000003167365,0.0001182645,0.0004170612,0.00001745303,0.00007338534,0.001319588,0.9971132,0.000004068366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003519284,0.005641511,0.002186878,0.008368266,0.004428357,0.0001692946,0.0022349,0.0006084763,0.972843],"genre_scores_gemma":[0.06210073,0.01227912,0.00450833,0.007310621,0.001573176,0.0002985831,0.005425427,0.0005941801,0.9059099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7928278,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646673475605701,"score_gpt":0.4682869560143301,"score_spread":0.30361960845376,"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."}}