{"id":"W4396922312","doi":"10.18225/ci.inf.v44i1.1438","title":"EXPERIENCE REPORT","year":2015,"lang":"en","type":"article","venue":"Ciência da Informação","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008004941,0.0001397232,0.0001575442,0.000204397,0.0001027635,0.0003191319,0.001243894,0.00008852645,0.00001872554],"category_scores_gemma":[0.0009206669,0.0001248762,0.0000649916,0.001225138,0.00007300583,0.003725778,0.0005165809,0.0001597754,0.0006055703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112415,"about_ca_system_score_gemma":0.0003872426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003559086,"about_ca_topic_score_gemma":0.000002775701,"domain_scores_codex":[0.9982596,0.00001117814,0.0005099457,0.0002418107,0.0006031525,0.0003742937],"domain_scores_gemma":[0.9980072,0.00003752273,0.0001670992,0.001165044,0.0002908409,0.0003322378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004457361,0.0002486548,0.04655202,0.00007270293,0.00003938971,0.0006831809,0.05814783,0.0005752093,0.0001113551,0.3172647,0.1007688,0.4754916],"study_design_scores_gemma":[0.0007582111,0.0002365577,0.008397874,0.00001575077,0.000003680426,0.0007247564,0.001166033,0.03464219,0.003172564,0.003911184,0.9463697,0.0006015149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1627627,0.0001073972,0.5319337,0.0003881379,0.002159884,0.0002787845,0.000002761288,0.0006609568,0.3017058],"genre_scores_gemma":[0.9684356,0.000006745551,0.02821759,0.001844734,0.0001111971,0.00002510828,0.00001088329,0.000006928717,0.001341189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8456009,"threshold_uncertainty_score":0.7783584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08132736269467124,"score_gpt":0.3042761134181186,"score_spread":0.2229487507234473,"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."}}