{"id":"W1517029332","doi":"","title":"Relationship between Communication and Development in Colombia","year":2010,"lang":"en","type":"article","venue":"Signo y Pensamiento","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Development (topology); Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004973613,0.00007008302,0.00008476501,0.0001135571,0.0001305149,0.0001330681,0.0006333749,0.00006314614,0.000006285525],"category_scores_gemma":[0.0002376613,0.00007275039,0.000009009017,0.0002282265,0.00005036779,0.0004922602,0.0003370082,0.0002347643,0.00005996884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002606482,"about_ca_system_score_gemma":0.00006582076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004230817,"about_ca_topic_score_gemma":0.0005249724,"domain_scores_codex":[0.999268,0.00007831844,0.0002096465,0.0001665351,0.0001452724,0.0001322511],"domain_scores_gemma":[0.998583,0.00055535,0.00006213891,0.0006787413,0.00004375305,0.00007700284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001512422,0.00003398661,0.9375922,0.000006312831,0.000001381101,5.657643e-7,0.002017491,9.962432e-7,0.0003234165,0.0460885,0.0002635464,0.0136701],"study_design_scores_gemma":[0.0002288361,0.00001386211,0.9816417,0.000009781939,9.606604e-7,0.000001403612,0.00003365252,0.0002290181,0.0004901202,0.005656762,0.01158865,0.0001052344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849094,0.00007139766,0.006782116,0.0008219196,0.00006788956,0.000178828,5.181252e-7,0.00006386427,0.007104115],"genre_scores_gemma":[0.9655264,0.000003078041,0.03420387,0.00006468921,0.000007564173,0.0000253423,0.00002290139,0.000003933891,0.0001421904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04404952,"threshold_uncertainty_score":0.2966675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929560821316456,"score_gpt":0.2860599033707064,"score_spread":0.2267642951575418,"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."}}