{"id":"W315463581","doi":"","title":"Sociedade em rede e novas tecnologias de informaçao e comunicaçao","year":2002,"lang":"pt","type":"article","venue":"Service social","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006046991,0.0003425036,0.0004078781,0.0001421391,0.001903629,0.0005404734,0.001517992,0.001084247,0.002150228],"category_scores_gemma":[0.0004389491,0.0003711841,0.0002678364,0.001850938,0.0006236099,0.0007444715,0.0004350775,0.0008027493,0.002596226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534544,"about_ca_system_score_gemma":0.0003834525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067352,"about_ca_topic_score_gemma":0.005332954,"domain_scores_codex":[0.997122,0.000176945,0.0005223193,0.000395922,0.0006245333,0.001158271],"domain_scores_gemma":[0.9985352,0.0001838224,0.000347656,0.0004272521,0.0003028768,0.000203176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002317008,0.0006766763,0.002205471,0.0001536878,0.0001719745,0.000009683537,0.5637243,0.000005547904,0.00008852975,0.0672143,0.3223125,0.04341422],"study_design_scores_gemma":[0.0007254644,0.00008133225,0.003773769,0.00004928794,0.00006862266,0.000004659468,0.7066367,0.000248574,0.0001359752,0.009477865,0.2781013,0.0006965015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.445507,0.0009411476,0.00001292836,0.1644589,0.001226349,0.0004972609,0.00006445252,0.001296196,0.3859958],"genre_scores_gemma":[0.9600162,0.0006830793,0.0002028058,0.01006057,0.0008091217,0.00003472441,0.00002013153,0.00003513816,0.02813822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5145092,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319646961485193,"score_gpt":0.3505250377462205,"score_spread":0.2185603415977011,"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."}}