{"id":"W4237304706","doi":"10.1386/eme.10.1-2.165_4","title":"REVIEWS","year":2011,"lang":"en","type":"article","venue":"Explorations in Media Ecology","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manifesto; Gadget; Media studies; Vintage; Art; Art history; Sociology; Humanities; History; Political science; Computer science; Law","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":[0.001503413,0.001140927,0.001448418,0.004471052,0.0009740178,0.005518559,0.002787136,0.002826017,0.3985097],"category_scores_gemma":[0.009444084,0.0004720112,0.0009360352,0.004262074,0.0008596698,0.003897676,0.002291789,0.002404675,0.3431516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258646,"about_ca_system_score_gemma":0.004907631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003262548,"about_ca_topic_score_gemma":0.005575078,"domain_scores_codex":[0.9973692,0.0003230268,0.0002482483,0.0004301429,0.001436782,0.0001926947],"domain_scores_gemma":[0.9939825,0.001022056,0.0004385317,0.0005631964,0.003316105,0.0006775921],"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":[0.00001722283,0.00001376928,0.00004418295,0.001227148,0.00000833656,0.00004449167,0.00003475187,0.00003598368,0.0001518884,0.001946575,0.8961546,0.100321],"study_design_scores_gemma":[0.000002463835,0.00000469526,0.00007153059,0.0004693794,0.000003563276,0.00005669161,0.0000175575,0.000005541408,0.00002616956,0.000453834,0.9988859,0.000002669435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000461275,0.4250967,0.002330477,0.03729323,0.1105033,0.0003120342,0.006292958,0.001392436,0.4163178],"genre_scores_gemma":[0.003975406,0.3219404,0.002355371,0.02624802,0.04267813,0.0002736912,0.007870393,0.0007493241,0.5939092],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6014903,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2395743642934485,"score_gpt":0.3697157294587061,"score_spread":0.1301413651652576,"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."}}