{"id":"W2244327006","doi":"10.20396/rho.v11i41e.8639917","title":"A construção da categoria","year":2012,"lang":"pt","type":"article","venue":"Revista HISTEDBR On-line","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political science; Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001628929,0.0004472648,0.0008492584,0.0001064991,0.001061325,0.0003110357,0.0005646331,0.0004692725,0.003485027],"category_scores_gemma":[0.0005755128,0.0004610037,0.0003718499,0.0005733988,0.0007667823,0.0003879315,0.0001399863,0.0005429639,0.005280201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008704654,"about_ca_system_score_gemma":0.0004646349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180667,"about_ca_topic_score_gemma":0.0002829448,"domain_scores_codex":[0.9964855,0.0004363948,0.0008188731,0.0005547925,0.0004402329,0.001264163],"domain_scores_gemma":[0.9976189,0.0004056755,0.000491464,0.0005819406,0.0001337149,0.000768354],"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":[0.0002768141,0.002063161,0.03888652,0.0004961629,0.0004933209,0.00003275113,0.05371469,0.00002347652,0.00006180858,0.6643819,0.1806425,0.0589269],"study_design_scores_gemma":[0.0008011176,0.0001799927,0.001516212,0.0001528209,0.0002000664,0.000008051776,0.006576095,0.000175129,0.0000321332,0.0005488951,0.9890493,0.00076022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.629398,0.03485909,0.0002366647,0.01335365,0.02381886,0.002391978,0.000588814,0.0006404729,0.2947125],"genre_scores_gemma":[0.9572499,0.001055893,0.0000374654,0.001026903,0.005737919,0.00002735375,0.00005488942,0.00005059442,0.0347591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8084068,"threshold_uncertainty_score":0.9997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393597318936506,"score_gpt":0.3623501227685775,"score_spread":0.222990390874927,"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."}}