{"id":"W2496164090","doi":"10.15353/joci.v12i2.3251","title":"Understanding Information need and media habit of poor farmers in Bangladesh","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Information and Communications Technology; Habit; Psychological intervention; Poverty; ICTS; Agriculture; Business; Economic growth; Public relations; Development economics; Marketing; Political science; Economics; Geography; Psychology; Computer science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005761873,0.0001590853,0.0002381379,0.001034503,0.001203238,0.0009973856,0.0002094922,0.0005129823,0.003121193],"category_scores_gemma":[0.002829271,0.0002388091,0.0001129627,0.001269214,0.0008448851,0.001175862,0.0007637627,0.0004082879,0.0004001105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008140051,"about_ca_system_score_gemma":0.0005487284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03745722,"about_ca_topic_score_gemma":0.05393713,"domain_scores_codex":[0.9996383,0.0001157499,0.00004213893,0.00004603177,0.0000568834,0.0001008488],"domain_scores_gemma":[0.9982888,0.0006488673,0.0005368674,0.00004642327,0.0002387015,0.0002403409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009527854,0.0001113066,0.9258692,0.0001010318,0.00001779444,0.000445781,0.06151762,0.00006201158,0.001658726,0.0002109159,0.0002935647,0.009616764],"study_design_scores_gemma":[0.000004185692,0.0001972068,0.8006634,0.00008019348,0.00001886028,0.000281848,0.1965497,0.0001347245,0.0002082069,0.0002284001,0.00161563,0.00001764768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990114,0.00004615895,0.00001387514,0.0001130629,5.724356e-7,0.000005021885,0.00006223533,4.119039e-7,0.000747198],"genre_scores_gemma":[0.9994057,0.0001564203,0.00003122493,0.00004700843,0.000001186164,0.000008398627,0.00002933649,5.24719e-7,0.0003202145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03745722,"threshold_uncertainty_score":0.07447839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370154504639474,"score_gpt":0.2559610949104426,"score_spread":0.1822595498640479,"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."}}