{"id":"W1984350340","doi":"10.1353/abr.2011.0005","title":"The Tweet Made Insightful","year":2011,"lang":"en","type":"article","venue":"American book review/The American book review","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Realm; Ideology; Subject (documents); Media studies; Mass media; Noun; Literature; Sociology; Psychology; History; Aesthetics; Computer science; Art; Law; World Wide Web; Artificial intelligence; Politics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517769,0.0009538361,0.0004759115,0.002136097,0.003747351,0.01150258,0.0007295527,0.003489927,0.107845],"category_scores_gemma":[0.01519324,0.0004998504,0.0007857254,0.001458575,0.002395428,0.007786291,0.005114363,0.005505341,0.07483195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918083,"about_ca_system_score_gemma":0.001545628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608306,"about_ca_topic_score_gemma":0.004609364,"domain_scores_codex":[0.9976301,0.0004683469,0.0001277727,0.0003170274,0.001135326,0.0003214375],"domain_scores_gemma":[0.9951112,0.001098894,0.0005319907,0.0006286512,0.001786732,0.0008424583],"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":[0.00005802728,0.00001235751,0.000516645,0.0001801475,0.00002090564,0.0005279813,0.003057279,0.00004539592,0.0009380338,0.01740975,0.9264629,0.05077066],"study_design_scores_gemma":[0.000003541748,0.00001265741,0.0004033768,0.0001086354,0.000007514876,0.000321409,0.00113363,0.00005146552,0.0002291578,0.002126021,0.9955866,0.0000159023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008738231,0.01057847,0.009138482,0.2041334,0.09132536,0.000281698,0.004483088,0.002731144,0.6685901],"genre_scores_gemma":[0.07204936,0.00545976,0.00304199,0.04372449,0.01180901,0.0001488902,0.001706587,0.001794173,0.8602657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.107845,"threshold_uncertainty_score":0.3607776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229266475019673,"score_gpt":0.3106223155707489,"score_spread":0.2783296508205522,"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."}}