{"id":"W2973935712","doi":"10.1353/rhe.2019.0108","title":"University Commons Divided: Exploring Debate & Dissent on Campus by Peter MacKinnon","year":2019,"lang":"en","type":"article","venue":"Review of higher education/˜The œreview of higher education","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissent; Academic freedom; Sociology; Media studies; Commons; Politics; Political science; Law; Social science; Higher education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082541,0.0002811337,0.0006519645,0.0001051218,0.0002459821,0.0000200557,0.0008962453,0.0001122515,0.003855903],"category_scores_gemma":[0.00009295164,0.0002245196,0.0002889337,0.0007796672,0.0003753131,0.0003524572,0.00007383666,0.0003214907,0.0004547659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129476,"about_ca_system_score_gemma":0.001250793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001114637,"about_ca_topic_score_gemma":0.00002972959,"domain_scores_codex":[0.996956,0.0008520942,0.000781658,0.0003663301,0.0006702991,0.0003736393],"domain_scores_gemma":[0.9970934,0.0004069707,0.0008955547,0.0008989957,0.0005053643,0.0001997071],"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":[0.000005548174,0.0006083609,0.004893353,0.02220997,0.00006275159,8.115927e-8,0.0008424447,3.346668e-7,0.00002448877,0.2022692,0.7575359,0.01154759],"study_design_scores_gemma":[0.00007796997,0.00002628306,0.00855497,0.03096334,0.0002442881,0.000001208346,0.0002030275,3.295205e-8,0.00001766319,0.0007102469,0.9589697,0.0002313218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009661922,0.8086516,0.000004152238,0.05788415,0.007873191,0.002178993,0.00005783362,0.00005119056,0.113637],"genre_scores_gemma":[0.1301183,0.7134947,0.0002242691,0.01133323,0.001010211,0.0001316148,0.0002827511,0.00004272201,0.1433622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2015589,"threshold_uncertainty_score":0.9970547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538248607831444,"score_gpt":0.3461502173442148,"score_spread":0.3107677312659003,"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."}}