{"id":"W2155498061","doi":"","title":"Recommendation in Internet Forums and Blogs","year":2010,"lang":"en","type":"article","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; World Wide Web; Variety (cybernetics); Social media; The Internet; Internet users; Semantic Web; Internet privacy; Recommender system; Feature (linguistics); Artificial intelligence","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":[0.004710163,0.0004827429,0.0007433221,0.003499344,0.001488772,0.002834072,0.0008326636,0.001456687,0.003932709],"category_scores_gemma":[0.01662304,0.0005576379,0.0008990356,0.002796144,0.0008106742,0.005066893,0.0009069216,0.0007584662,0.001601183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007775294,"about_ca_system_score_gemma":0.0006602586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986541,"about_ca_topic_score_gemma":0.01229811,"domain_scores_codex":[0.9964131,0.001772192,0.0002236759,0.000567016,0.0008118431,0.0002122697],"domain_scores_gemma":[0.990415,0.005350122,0.0009472973,0.001240984,0.001620071,0.0004265369],"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":[0.001198273,0.0009422161,0.07904426,0.001715911,0.0005790146,0.001848322,0.005971715,0.06322689,0.01558845,0.1607431,0.03553019,0.6336117],"study_design_scores_gemma":[0.0003228593,0.0007329416,0.04849078,0.0006469319,0.0004349434,0.001775395,0.004867629,0.600506,0.01177237,0.1769057,0.1532074,0.0003370545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4133769,0.007902072,0.5284805,0.003952555,0.0008575536,0.0005516559,0.001981723,0.002325571,0.04057147],"genre_scores_gemma":[0.8161868,0.00250158,0.1576854,0.0002579297,0.0004697753,0.0002035273,0.001711968,0.0001528578,0.02083017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005986541,"threshold_uncertainty_score":0.02491003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008283456583177801,"score_gpt":0.2348706234871129,"score_spread":0.2265871669039351,"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."}}