{"id":"W4237656438","doi":"10.15446/mag.v33n2.88069","title":"Presentación","year":2019,"lang":"es","type":"article","venue":"Maguaré","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; York University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002476762,0.000151905,0.0002557634,0.00003808442,0.0003688727,0.0001829997,0.0003011391,0.0001409904,0.003278553],"category_scores_gemma":[0.00007073124,0.000147828,0.0001466714,0.0003088769,0.0003065366,0.0001554757,0.0001173496,0.0001579199,0.00765638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509521,"about_ca_system_score_gemma":0.00007651162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632782,"about_ca_topic_score_gemma":0.0003747308,"domain_scores_codex":[0.9984761,0.0001287641,0.000170327,0.000278279,0.0004881686,0.0004583158],"domain_scores_gemma":[0.9994414,0.0001031194,0.00007534047,0.0002114505,0.00006263759,0.0001060485],"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":[0.00001934438,0.0002105316,0.1198996,0.0001063511,0.0001476857,0.00001230362,0.0282872,0.000003797652,0.0001331943,0.6295401,0.2028377,0.01880217],"study_design_scores_gemma":[0.0002988848,0.0000717935,0.03619607,0.00003291532,0.00002206292,1.450407e-7,0.003700306,0.00001900905,0.00002977755,0.003775988,0.9556379,0.0002152007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1814534,0.005036638,0.000003005902,0.002660385,0.002879472,0.0003298153,0.00001072317,0.00007428966,0.8075523],"genre_scores_gemma":[0.8457399,0.00147781,0.00002431728,0.0002620822,0.0009268775,0.000007356893,0.000001948252,0.0000126095,0.1515471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7528002,"threshold_uncertainty_score":0.9976326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033007882452436,"score_gpt":0.2760956904980694,"score_spread":0.255765611673545,"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."}}