{"id":"W2765382198","doi":"","title":"A biologia nos periÃ³dicos brasileiros: um olhar histÃ³rico","year":2017,"lang":"pt","type":"article","venue":"","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001768722,0.0004647166,0.0003885529,0.003244776,0.002960688,0.005029595,0.0006997699,0.0009742433,0.003795458],"category_scores_gemma":[0.002835591,0.0003788199,0.0002743887,0.005256774,0.004826306,0.002821886,0.00150912,0.0009999541,0.0004245744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00550318,"about_ca_system_score_gemma":0.007348021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3419693,"about_ca_topic_score_gemma":0.6223085,"domain_scores_codex":[0.9985821,0.0003848931,0.00006348704,0.0004118304,0.0003556396,0.0002020219],"domain_scores_gemma":[0.9974163,0.0006058465,0.0004657389,0.0004000606,0.0008296054,0.0002824604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001332381,0.00008436781,0.3082827,0.001370765,0.0000992471,0.001321673,0.1162481,0.0003210072,0.01142548,0.07091402,0.005973688,0.4838257],"study_design_scores_gemma":[0.000006568897,0.0001303246,0.6306741,0.00127134,0.00007630282,0.0008229678,0.05745543,0.000274424,0.001253278,0.01080146,0.2971601,0.00007366873],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845667,0.09714627,0.003686172,0.02678492,0.0004652629,0.0001113669,0.001186423,0.0001527453,0.1859002],"genre_scores_gemma":[0.9550169,0.02973331,0.003025369,0.00112466,0.00009710973,0.00002457408,0.0002709866,0.00001934838,0.01068781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9970393,"threshold_uncertainty_score":0.6799575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504756000896218,"score_gpt":0.4158994936502399,"score_spread":0.2654238935606181,"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."}}