{"id":"W3096559775","doi":"10.33262/concienciadigital.v3i4.1425","title":"La comunicación científica desde el estudiantado universitario. Retos y potencialidades","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01917943,0.0007459646,0.0007926694,0.004105593,0.004482504,0.01774,0.001863343,0.003986013,0.02990536],"category_scores_gemma":[0.04637903,0.0005286132,0.0008243392,0.006101675,0.004761407,0.009171486,0.008368317,0.004082238,0.00918033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008742838,"about_ca_system_score_gemma":0.02108962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005685573,"about_ca_topic_score_gemma":0.007076831,"domain_scores_codex":[0.9709063,0.01423758,0.001417647,0.001938047,0.009998687,0.001501807],"domain_scores_gemma":[0.9394555,0.02736504,0.004662736,0.008584688,0.01393736,0.005994522],"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":[0.0001959586,0.000470681,0.02515181,0.00233749,0.0001737348,0.0005554478,0.02528088,0.001406547,0.002724593,0.3424994,0.06488124,0.5343221],"study_design_scores_gemma":[0.00003128044,0.0002829614,0.01779454,0.002481784,0.00008594934,0.0005020666,0.01593736,0.0006625535,0.002787634,0.07126057,0.8880938,0.00007953763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08202907,0.06560955,0.05815578,0.1385893,0.00424378,0.0004528544,0.001008066,0.0008742022,0.6490374],"genre_scores_gemma":[0.6920569,0.05105629,0.04508542,0.01247003,0.002494842,0.0006088192,0.0009326297,0.0004852222,0.1948098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.98226,"threshold_uncertainty_score":0.1014317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04024391007544275,"score_gpt":0.2755531576083376,"score_spread":0.2353092475328948,"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."}}