{"id":"W1855124824","doi":"10.22230/src.2014v5n4a193","title":"Iter Community: Prototyping an Environment for Social Knowledge Creation and Communication","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Victoria; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Computer science; Knowledge management; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02427704,0.000077773,0.0001139817,0.00011886,0.007723737,0.0008151158,0.0005405947,0.0001541824,0.00001791153],"category_scores_gemma":[0.001850939,0.00007904488,0.00002409014,0.0001642453,0.0008993213,0.001542626,0.0002730871,0.0008250243,0.000005310228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170585,"about_ca_system_score_gemma":0.0001152431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247965,"about_ca_topic_score_gemma":0.001205299,"domain_scores_codex":[0.9889871,0.01011839,0.0001870971,0.0001546657,0.0003106272,0.0002421622],"domain_scores_gemma":[0.9964592,0.002213346,0.00007550239,0.0005800237,0.0005366365,0.0001352338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005588019,0.0003318543,0.001677644,0.00006414307,0.00001527932,7.953212e-9,0.1001266,4.842626e-7,0.0008147025,0.3926718,0.0003200905,0.5039216],"study_design_scores_gemma":[0.0004969794,0.0001723727,0.05937024,0.00007868114,0.0000136237,4.721572e-7,0.01651873,0.0003431659,0.0001106597,0.1476418,0.7750957,0.0001576127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511181,0.007503462,0.006947063,0.04603879,0.0000863801,0.004742932,0.00001769419,0.0001358256,0.08340976],"genre_scores_gemma":[0.9714459,0.003471931,0.02282113,0.0001019283,0.0001426592,0.0006292402,0.0001132828,0.00001471791,0.001259216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7747756,"threshold_uncertainty_score":0.9935681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3160611785027429,"score_gpt":0.5423476286442255,"score_spread":0.2262864501414826,"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."}}