{"id":"W1861463044","doi":"10.15353/joci.v2i2.2084","title":"Special Section on Learning in Communities: Introduction","year":2006,"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":"National Science Foundation","keywords":"Section (typography); Informatics; Multidisciplinary approach; Special section; Library science; Learning community; State (computer science); Sociology; Computer science; Pedagogy; Engineering; Social science; Engineering physics","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":[0.002567819,0.001458292,0.002091325,0.004469008,0.002838647,0.00670582,0.002142851,0.00500397,0.02909503],"category_scores_gemma":[0.006567739,0.0005075272,0.001182078,0.003950565,0.002653929,0.005815839,0.004236559,0.005749963,0.0118889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301393,"about_ca_system_score_gemma":0.002324686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714466,"about_ca_topic_score_gemma":0.00287835,"domain_scores_codex":[0.9982005,0.0003341307,0.0002008509,0.0003761439,0.0006728731,0.0002153316],"domain_scores_gemma":[0.9915154,0.003004782,0.0004773268,0.0004608499,0.002421716,0.002119973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003073807,0.00006495284,0.0002642848,0.000678936,0.00001142011,0.0001215255,0.0001695253,0.0001376531,0.000300679,0.01009753,0.9462415,0.04188129],"study_design_scores_gemma":[0.00000550521,0.00004920329,0.0007126337,0.0004267559,0.000007995158,0.0002597924,0.0001358007,0.00007241312,0.00004808175,0.005278652,0.9929904,0.00001283133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007225724,0.09470838,0.00381272,0.06103894,0.7991585,0.0001520138,0.0002942145,0.0001780661,0.03993468],"genre_scores_gemma":[0.004923338,0.09392695,0.001587453,0.03213749,0.8083015,0.0002230743,0.0004556666,0.000282619,0.05816184],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02909503,"threshold_uncertainty_score":0.09733254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396124287517191,"score_gpt":0.2457074743838051,"score_spread":0.2217462315086332,"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."}}