{"id":"W2047676437","doi":"10.1145/1871437.1871739","title":"Opinion digger","year":2010,"lang":"en","type":"article","venue":"","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.001569349,0.0009348366,0.0007541674,0.004355069,0.0005055508,0.001280126,0.001283303,0.001093218,0.01104888],"category_scores_gemma":[0.007929564,0.0003774704,0.0007903444,0.002767131,0.0001906773,0.001822484,0.001054622,0.001078474,0.008130248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229738,"about_ca_system_score_gemma":0.0007876269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026476,"about_ca_topic_score_gemma":0.00750638,"domain_scores_codex":[0.9987889,0.0002116163,0.000132287,0.0003324901,0.0004398947,0.00009477857],"domain_scores_gemma":[0.9970385,0.001344355,0.0002861057,0.000367056,0.0008693665,0.00009472387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003784978,0.0002757382,0.007969287,0.0008789241,0.0001540398,0.0003210654,0.0002666273,0.002784213,0.009230797,0.005283509,0.2631738,0.7092834],"study_design_scores_gemma":[0.0003769234,0.0005694626,0.02222558,0.0002400377,0.0002894605,0.001219891,0.0005982482,0.4547552,0.06292029,0.03812168,0.4185121,0.0001712579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05958043,0.002209072,0.6511616,0.002843998,0.001267842,0.002454765,0.09775101,0.1339183,0.04881297],"genre_scores_gemma":[0.1910217,0.0009970017,0.6416436,0.001760492,0.0005356254,0.001803411,0.120799,0.00235083,0.03908831],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01104888,"threshold_uncertainty_score":0.03696221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162528447042252,"score_gpt":0.261038368986786,"score_spread":0.2494130845163635,"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."}}