{"id":"W4411617968","doi":"10.51847/beesqdvsrx","title":"10.51847/bEESQDVsrx","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008433299,0.001208435,0.000850088,0.002714232,0.001203736,0.002671985,0.001782801,0.0032567,0.9522635],"category_scores_gemma":[0.001139679,0.0006327001,0.0007525679,0.003418804,0.0007784149,0.002494157,0.002440275,0.001130547,0.9591691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009045873,"about_ca_system_score_gemma":0.0007036367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375976,"about_ca_topic_score_gemma":0.003454517,"domain_scores_codex":[0.9995665,0.00006355435,0.00004820748,0.0001069473,0.0001635482,0.00005107525],"domain_scores_gemma":[0.9991486,0.0002114423,0.00004302381,0.0001720386,0.0002844664,0.0001404632],"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":[0.00007974602,0.00008018375,0.0002537237,0.00069361,0.0000164587,0.000104488,0.0000823396,0.0001551352,0.002099238,0.003750645,0.2428527,0.7498316],"study_design_scores_gemma":[0.00001854433,0.00002627286,0.0003105329,0.0001835985,0.000005837052,0.000132257,0.00005878002,0.00007512661,0.0003010569,0.000538107,0.9983423,0.000007591535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009080677,0.004333748,0.002872142,0.0009055511,0.0007612151,0.0001950578,0.001682066,0.00199924,0.986343],"genre_scores_gemma":[0.001781173,0.001588005,0.001299402,0.0005518539,0.00009170544,0.00008041791,0.0009693403,0.0002645219,0.9933736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04773653,"threshold_uncertainty_score":0.06809026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119814284005192,"score_gpt":0.2655041113680675,"score_spread":0.2343059685280156,"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."}}