{"id":"W2415725085","doi":"10.4000/lirico.2318","title":"Lecciones de geometría","year":2016,"lang":"es","type":"article","venue":"Cuadernos LIRICO","topic":"Historical Studies in Science","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bureau de Coopération Interuniversitaire","funders":"","keywords":"Humanities; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003204941,0.0002633036,0.0003140466,0.0001457089,0.0009551388,0.0003093747,0.0006098553,0.0001079462,0.003649561],"category_scores_gemma":[0.0006660114,0.0001653889,0.0001545621,0.0001428156,0.001165584,0.0002987169,0.0002483719,0.0001517884,0.004593572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004589402,"about_ca_system_score_gemma":0.00007638123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311322,"about_ca_topic_score_gemma":0.00002325654,"domain_scores_codex":[0.9979231,0.00008006388,0.000349366,0.0004650623,0.0004492383,0.0007332117],"domain_scores_gemma":[0.998549,0.0005094699,0.0001452339,0.0004155019,0.0001661646,0.0002146683],"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":[0.00003113021,0.0004047549,0.03361629,0.0001353685,0.0001310882,0.00005587478,0.0257419,0.000001334367,0.00140509,0.4611185,0.3686154,0.1087434],"study_design_scores_gemma":[0.0002524606,0.0001276065,0.005540103,0.000139706,0.00003424375,0.000005001211,0.0005977252,0.000006437097,0.0001643525,0.001666876,0.9911366,0.0003289045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3053325,0.01965088,0.003869148,0.04324986,0.01063123,0.0006298258,0.000232785,0.00059736,0.6158065],"genre_scores_gemma":[0.909533,0.001090539,0.00010274,0.000815939,0.002268149,0.00002380245,5.904771e-7,0.00003129277,0.08613395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6225212,"threshold_uncertainty_score":0.9972612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929713034504412,"score_gpt":0.2599298981424337,"score_spread":0.2206327677973896,"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."}}