{"id":"W4248260659","doi":"10.15353/joci.v2i2.2089","title":"Social Reproduction and its Applicability for Community Informatics","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproduction; Information and Communications Technology; Rhetoric; Social reproduction; Inequality; Sociology; Social inequality; Informatics; Public relations; Social science; Political science; Computer science; World Wide Web; Ecology; Biology","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":[0.008655773,0.0001074071,0.0002624431,0.00006672322,0.004162137,0.00009316567,0.0006714716,0.0001356135,0.000004752178],"category_scores_gemma":[0.001535548,0.00008289536,0.00009289262,0.0002116961,0.0005843432,0.0006045744,0.0001219762,0.001230817,0.000003085014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308989,"about_ca_system_score_gemma":0.0001957004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472733,"about_ca_topic_score_gemma":0.0004411912,"domain_scores_codex":[0.9969649,0.001438654,0.0009279166,0.000005655062,0.0004019225,0.0002608907],"domain_scores_gemma":[0.995696,0.002357369,0.0009141337,0.0002868613,0.0006651988,0.00008045191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005076723,0.0001299946,0.0005008561,0.0001753749,0.0000284703,1.161924e-8,0.9717458,0.00003489372,0.000017883,0.0179446,0.004960274,0.004410996],"study_design_scores_gemma":[0.0005022581,0.0001453372,0.001929033,0.00001895054,0.0001019355,0.00001273588,0.8815461,0.00007196966,0.0002541837,0.04975003,0.06555232,0.0001151671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908291,0.00005507988,0.000975591,0.002192769,0.0002304228,0.0003536177,0.00001431335,0.00002473888,0.005324369],"genre_scores_gemma":[0.9985535,0.0001033561,0.0003287536,0.0003506416,0.0005993234,0.000004221937,0.000007112651,0.000006330758,0.00004683093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09019981,"threshold_uncertainty_score":0.9971343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06939581955728213,"score_gpt":0.360080990070038,"score_spread":0.2906851705127559,"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."}}