{"id":"W4240929168","doi":"10.1007/978-1-4614-6170-8_110081","title":"Web Analysis","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001525484,0.00111591,0.0006583265,0.01255988,0.001491444,0.005398436,0.001160297,0.0007109918,0.08980964],"category_scores_gemma":[0.00752623,0.0004792628,0.001433772,0.007555482,0.0006524738,0.003620533,0.002169015,0.001161211,0.0713544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090304,"about_ca_system_score_gemma":0.002520493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821272,"about_ca_topic_score_gemma":0.00508299,"domain_scores_codex":[0.9977563,0.0002858893,0.000137697,0.000578269,0.001094018,0.0001478397],"domain_scores_gemma":[0.9965709,0.0008929042,0.0001441619,0.0009244604,0.001358134,0.0001094078],"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":[0.0001159285,0.0001591273,0.002924763,0.0004384946,0.00008455071,0.0001426443,0.0005363132,0.001288855,0.004527949,0.0433827,0.2126662,0.7337325],"study_design_scores_gemma":[0.00002395387,0.00003321058,0.004756584,0.0002935516,0.00009538281,0.0004397306,0.001024105,0.02336822,0.01924323,0.06544421,0.8852162,0.00006159945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01530411,0.001448585,0.4917294,0.00189287,0.0009394511,0.001560731,0.04368965,0.05488748,0.3885478],"genre_scores_gemma":[0.1008972,0.001785931,0.3625919,0.0008533955,0.0003713313,0.001589102,0.08277009,0.01439498,0.4347462],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08980964,"threshold_uncertainty_score":0.3004432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956364582284132,"score_gpt":0.3177661377377953,"score_spread":0.298202491914954,"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."}}