{"id":"W2510404814","doi":"10.15353/joci.v12i2.3228","title":"Facebook’s “Free Basics”: For or against community development?","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Internet privacy; Public relations; Conversation; Field (mathematics); Online community; Informatics; Relation (database); Sociology; World Wide Web; Engineering ethics; Computer science; Political science; Engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.006636172,0.0001140224,0.0002451025,0.00007670574,0.003164693,0.00006259811,0.002135881,0.0001087922,0.00004444952],"category_scores_gemma":[0.005084581,0.00005851785,0.0000923437,0.0001356632,0.0006001411,0.0004724235,0.0002315178,0.0008099141,0.0000243698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182896,"about_ca_system_score_gemma":0.0009432897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149597,"about_ca_topic_score_gemma":0.001765793,"domain_scores_codex":[0.9966161,0.001852852,0.0007377482,0.000005196274,0.0004540312,0.0003340438],"domain_scores_gemma":[0.989525,0.008616507,0.0006702964,0.00047824,0.0005376504,0.0001723297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009705019,0.00008025854,0.0003380205,0.00004443896,0.00006993136,1.009491e-7,0.9455234,0.000002248998,0.00002911561,0.002538095,0.00823402,0.04304329],"study_design_scores_gemma":[0.0008521047,0.0001384225,0.0003763015,0.0001099261,0.00003638813,0.000004470951,0.5715277,0.000001474665,0.0005831213,0.006677944,0.4195918,0.0001003811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722785,0.00001206717,0.003941904,0.003462742,0.0005412667,0.0003701898,0.00002511764,0.00002704759,0.01934121],"genre_scores_gemma":[0.9955643,0.0002485173,0.001583194,0.001796835,0.0002274065,0.000006753981,0.000002042946,0.00001084021,0.0005600764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113578,"threshold_uncertainty_score":0.9981331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116976392418063,"score_gpt":0.3554994941090473,"score_spread":0.243801854867241,"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."}}