{"id":"W2016226034","doi":"10.1525/si.2006.29.2.235","title":"Dead Poets' Society: Teaching, Publish‐or‐Perish, and Professors' Experiences of Authenticity","year":2006,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Interpretation (philosophy); CLARITY; Feeling; Diversity (politics); Sociology; Publish or perish; Social psychology; Higher education; Psychology; Pedagogy; Epistemology; Philosophy; Law; Political science; Anthropology; Publishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002912925,0.00009749144,0.0001490247,0.00008697429,0.0002225909,0.00005281587,0.0001632667,0.0001074321,0.002160723],"category_scores_gemma":[0.00006442647,0.0000857459,0.00005855296,0.0001166396,0.000104062,0.0002544578,0.00004603462,0.0003258783,0.00002961874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005500136,"about_ca_system_score_gemma":0.00005601511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735789,"about_ca_topic_score_gemma":0.0002341208,"domain_scores_codex":[0.9989293,0.0002191535,0.0003622895,0.0001998174,0.0001207797,0.0001686624],"domain_scores_gemma":[0.9991075,0.00012928,0.0002427603,0.0003527994,0.000122383,0.00004521957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001180677,0.0008044458,0.03146263,0.00009291545,0.00005814761,4.810649e-7,0.8031646,6.842275e-7,0.0005968958,0.06165849,0.08300135,0.01904131],"study_design_scores_gemma":[0.0005065252,0.0001307741,0.1700757,0.00008800688,0.00002339382,0.00004751718,0.71587,0.0001694873,0.0005057472,0.001216104,0.1111408,0.0002259419],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548275,0.0001656706,0.0001347588,0.002114743,0.001838934,0.0001933197,0.000002976502,0.00006254776,0.04065948],"genre_scores_gemma":[0.9886257,0.00001422599,0.0004157987,0.0002961595,0.000218804,0.0001592474,0.00002455029,0.00001139467,0.01023413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386131,"threshold_uncertainty_score":0.9987515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645042305473857,"score_gpt":0.433746842267644,"score_spread":0.3772964192129054,"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."}}