{"id":"W3025520437","doi":"10.33262/concienciadigital.v3i1.1.1175","title":"Adolescencia y Comunicación","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Cartography; Art; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000134875,0.0002259833,0.0002480668,0.000127267,0.00021404,0.0005334824,0.001818588,0.0001591844,0.00008714475],"category_scores_gemma":[0.0004154114,0.0002377487,0.0001021802,0.001976919,0.0004084599,0.0009031631,0.0006377301,0.0003524995,0.001348541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007489384,"about_ca_system_score_gemma":0.0007692569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006278307,"about_ca_topic_score_gemma":7.562253e-7,"domain_scores_codex":[0.9981346,0.00002927578,0.0004182922,0.0006150794,0.0003550866,0.0004476612],"domain_scores_gemma":[0.9985081,0.00008335947,0.0001716715,0.0005971017,0.0003700761,0.0002697179],"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":[0.000005129286,0.0002002756,0.03338392,0.00004530935,0.00003144598,0.00004332308,0.001100854,0.00001050021,0.001864583,0.8771712,0.01847358,0.06766993],"study_design_scores_gemma":[0.001475511,0.001347093,0.3168921,0.0002232642,0.00005144807,0.0001988065,0.001226263,0.05294115,0.006875053,0.008012786,0.6086774,0.002079141],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338866,0.001162665,0.06727099,0.0378147,0.001017601,0.0004090685,0.00008297025,0.0007169305,0.05763844],"genre_scores_gemma":[0.9885361,0.00002177528,0.003235571,0.007711925,0.0002988376,0.000008927106,0.00001230594,0.00001451954,0.0001601081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8691584,"threshold_uncertainty_score":0.999429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464133640625872,"score_gpt":0.2707700176590007,"score_spread":0.2261286812527419,"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."}}