{"id":"W4402637455","doi":"10.5212/rif.v.22.i48.0001","title":"Folkcomunicação em Saúde","year":2024,"lang":"pt","type":"article","venue":"Revista Internacional de Folkcomunicação","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005045264,0.0005363552,0.0006271887,0.0006143656,0.0009941902,0.003228622,0.004047481,0.0004457315,0.01004937],"category_scores_gemma":[0.001102144,0.0005175167,0.0008399699,0.002328451,0.0008705513,0.0009770632,0.0009606986,0.001568935,0.00894557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434157,"about_ca_system_score_gemma":0.002816652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019395,"about_ca_topic_score_gemma":0.0005999074,"domain_scores_codex":[0.9928229,0.001196051,0.001012947,0.001208584,0.002056865,0.001702644],"domain_scores_gemma":[0.995549,0.001415532,0.0001820169,0.001413729,0.0003675052,0.00107226],"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":[0.00009640773,0.0005293718,0.00239685,0.0006344211,0.000486126,0.0003557503,0.04719441,0.00002050925,0.0005079436,0.549246,0.3198937,0.07863851],"study_design_scores_gemma":[0.000201061,0.0001523929,0.001063022,0.001948651,0.0001035434,0.00006876529,0.01706431,0.006227512,0.00006005263,0.00277259,0.9696946,0.0006435304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5121431,0.1216902,0.003898097,0.1216621,0.01247432,0.002673832,0.0004633403,0.001536584,0.2234585],"genre_scores_gemma":[0.84117,0.009545786,0.0003481226,0.001147958,0.001302657,0.00008125462,0.00003981372,0.00008306484,0.1462813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6498008,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09733501220159863,"score_gpt":0.4389413433596433,"score_spread":0.3416063311580447,"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."}}