{"id":"W1517074913","doi":"10.15210/interfaces.v11i1.7173","title":"Círculo hermenêutico-dialético como sequência didática interativa","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001471866,0.0008411275,0.0008398471,0.0006253949,0.001954423,0.0009330011,0.00144092,0.001269982,0.0004655382],"category_scores_gemma":[0.002824463,0.0008373817,0.0004739767,0.001677329,0.0001920634,0.001902528,0.0006182995,0.001259967,0.0002871769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186265,"about_ca_system_score_gemma":0.001490146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006661479,"about_ca_topic_score_gemma":0.0003481944,"domain_scores_codex":[0.9932576,0.0009801683,0.001231397,0.0009770156,0.001464666,0.002089117],"domain_scores_gemma":[0.9955571,0.0006899885,0.0006957212,0.001000197,0.000658261,0.001398789],"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":[0.00009911264,0.001737548,0.002980674,0.0001217287,0.0002140777,0.00004051911,0.02511632,0.000006057748,0.0005418915,0.9546152,0.01098189,0.003545039],"study_design_scores_gemma":[0.0007908078,0.0001102701,0.005146001,0.0002638144,0.0001465716,0.000293492,0.02183524,0.000083894,0.000876106,0.001166696,0.9683171,0.0009700482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1087437,0.002657957,0.001379543,0.1160301,0.00876826,0.001640024,0.0002154941,0.00186085,0.7587041],"genre_scores_gemma":[0.9899072,0.0004413966,0.0008389606,0.0007734491,0.001973174,0.0002504396,0.0001471308,0.0000903808,0.005577881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9573352,"threshold_uncertainty_score":0.9994077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611342814502921,"score_gpt":0.3014771772317537,"score_spread":0.2553637490867244,"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."}}