{"id":"W2091520384","doi":"10.1145/1350502.1350504","title":"WikiSym 2007","year":2008,"lang":"en","type":"article","venue":"ACM SIGWEB Newsletter","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Theme (computing); Pleasure; Event (particle physics); Citizen journalism; Media studies; Work (physics); Library science; Sociology; Computer science; World Wide Web; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002243251,0.00006948328,0.00007387466,0.00005114336,0.000550265,0.00004520862,0.0003255285,0.00008112159,0.003667325],"category_scores_gemma":[0.0004833791,0.0000697663,0.00003511166,0.0003281431,0.0001940803,0.000260597,0.00003085827,0.00009627415,0.001625866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006940989,"about_ca_system_score_gemma":0.0002710781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004381861,"about_ca_topic_score_gemma":0.0002396325,"domain_scores_codex":[0.9990539,0.000111696,0.0001300519,0.0001608731,0.0003098286,0.000233681],"domain_scores_gemma":[0.9993137,0.0001052823,0.00004654632,0.0003296392,0.0001118721,0.00009300465],"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":[0.000003483431,0.00003611391,0.01191176,8.997335e-7,0.000004731946,0.000005449664,0.01110489,0.000001694472,0.0002703148,0.004441944,0.9702898,0.00192894],"study_design_scores_gemma":[0.0001065258,0.00000840244,0.009505216,0.000002167757,0.000003346727,0.000001688786,0.001082338,0.000001781067,0.0001539357,0.0009751896,0.9880583,0.0001011615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5803775,0.0001027413,0.0001723247,0.1291448,0.002440764,0.0002306602,0.000001893989,0.000175719,0.2873537],"genre_scores_gemma":[0.9181436,0.00008159026,0.001658384,0.03444126,0.002919555,0.00002643875,0.000006506004,0.00001248103,0.04271024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3377661,"threshold_uncertainty_score":0.9991515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04529536187018252,"score_gpt":0.3347227153181215,"score_spread":0.289427353447939,"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."}}