{"id":"W2887149098","doi":"10.1080/03626784.2018.1482393","title":"Publishing as pedagogy: Essays from the 2017 Curriculum Inquiry Writers’ Retreat","year":2018,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Scholarship; Publishing; Curriculum; Field (mathematics); Curriculum studies; Sociology; Pedagogy; Political science; Art; Literature; Law","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002263159,0.0003023357,0.0002787517,0.0001070863,0.002816182,0.001976481,0.001435046,0.0002974872,0.005228052],"category_scores_gemma":[0.002093036,0.0002286127,0.0001748852,0.0008413665,0.001486333,0.00296028,0.0003474161,0.0007133347,0.002607311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955675,"about_ca_system_score_gemma":0.0004917543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03043234,"about_ca_topic_score_gemma":0.002418175,"domain_scores_codex":[0.9960487,0.0009678208,0.0004612498,0.0006981866,0.001001638,0.000822411],"domain_scores_gemma":[0.9974135,0.0004602949,0.0003407435,0.0008879383,0.0005109244,0.0003866263],"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":[0.000004931888,0.0002312859,0.05091543,0.000005046181,0.00005539799,0.00001216282,0.1451905,9.336388e-7,0.00001867817,0.02484901,0.7719153,0.006801342],"study_design_scores_gemma":[0.0002767473,0.00005735731,0.01491495,0.00006738114,0.00006661631,0.000003919256,0.2122917,0.0000193806,0.00001502513,0.00342486,0.768529,0.0003330818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8216991,0.001313782,0.0004177436,0.03111063,0.02112163,0.0005619319,0.00002054999,0.0003524619,0.1234021],"genre_scores_gemma":[0.973345,0.0005314737,0.0003479317,0.003169362,0.01856884,0.00008708842,0.00008576221,0.00003758139,0.003826889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516459,"threshold_uncertainty_score":0.9990596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136145034188714,"score_gpt":0.4150357866596255,"score_spread":0.3014212832407542,"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."}}