{"id":"W7011466067","doi":"","title":"Media, Structures, and Power: The Robert E. Babe Collection","year":2011,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Mainstream; CLARITY; Power (physics); Government (linguistics); Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"about_only","weight":3321.24,"opus":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"low","reason":"Edited collection of a Canadian media scholar's essays on media, economics, and political economy; the substantive content is communication theory, though the framing about Canadian scholarship's distinctive contribution to knowledge gives it a faint intellectual-history flavor and the blurb is thin."},"gpt":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"high","reason":"This collection concerns media and communication scholarship, not research practice as an object of study."},"grok":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"high","reason":"Collected media and political-economy scholarship; object is communication theory, not research systems."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002015448,0.0007731428,0.0006985089,0.004101049,0.0148611,0.01269443,0.001181347,0.002211767,0.006375056],"category_scores_gemma":[0.003805325,0.0005916142,0.0002401925,0.006431295,0.01366441,0.005402261,0.002181918,0.003069948,0.001696643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03094311,"about_ca_system_score_gemma":0.0382759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6776094,"about_ca_topic_score_gemma":0.7688597,"domain_scores_codex":[0.9975324,0.0006092731,0.0000566123,0.0002048197,0.001278008,0.0003189224],"domain_scores_gemma":[0.9976923,0.0008793686,0.00006790827,0.0001252073,0.000927088,0.0003080661],"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":[0.000008685784,0.00001143769,0.000170237,0.0001228272,0.000004930431,0.00006882685,0.005269883,0.0001339649,0.00006882133,0.1549366,0.8105735,0.02863031],"study_design_scores_gemma":[0.000001465047,0.00000124255,0.0002987388,0.0002091307,0.000002163637,0.00002893031,0.001535325,0.00002269891,0.00004503425,0.007949903,0.9898968,0.00000850548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003115853,0.3850959,0.002100023,0.1599574,0.005513698,0.00007874388,0.0007885529,0.0001374523,0.4432125],"genre_scores_gemma":[0.1091104,0.3940038,0.004678496,0.02427751,0.006829566,0.0001736729,0.0006251892,0.000447623,0.4598537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6776094,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146014659250324,"score_gpt":0.2380350932076118,"score_spread":0.2065749466151085,"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."}}