{"id":"W4242017450","doi":"10.1386/jdtv.7.1.133_5","title":"Reviews","year":2016,"lang":"en","type":"article","venue":"International Journal of Digital Television","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joke; Media studies; Art; Broadcasting (networking); Sociology; Art history; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001394536,0.001167517,0.001478013,0.003939972,0.0009168875,0.005105243,0.002504025,0.003003245,0.2485652],"category_scores_gemma":[0.008147489,0.0004337599,0.001054531,0.003420888,0.00084001,0.003610511,0.002348555,0.002639339,0.1561088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654551,"about_ca_system_score_gemma":0.005939208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262501,"about_ca_topic_score_gemma":0.004058551,"domain_scores_codex":[0.9982136,0.0002722425,0.0001814223,0.0003364405,0.0008240533,0.000172222],"domain_scores_gemma":[0.9959045,0.0009593749,0.0003264243,0.0003544025,0.002004421,0.0004508697],"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":[0.00003810518,0.00002276074,0.00007383931,0.003370777,0.00002085019,0.00009453708,0.00006773454,0.00006730048,0.0002162327,0.004062458,0.834357,0.1576085],"study_design_scores_gemma":[0.000004205965,0.000007117824,0.00008390106,0.001413745,0.000008693562,0.0001007796,0.00003166147,0.00000657924,0.00003771795,0.0007376056,0.9975642,0.00000369648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004538622,0.6866478,0.001477883,0.03417717,0.06505208,0.0002265461,0.003965768,0.000619451,0.2073794],"genre_scores_gemma":[0.005049588,0.7052794,0.001747288,0.02994826,0.03255445,0.0002918134,0.006037016,0.0004271116,0.2186651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7514348,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281797878359619,"score_gpt":0.3483773539929307,"score_spread":0.3155593752093345,"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."}}