{"id":"W2160141514","doi":"10.26522/brocked.v24i1.449","title":"Finding a Researcher’s and a Teacher’s Voice in a Plethora of Responsibilities: A Duoethnography on Administrivia","year":2015,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University; American Educational Research Association","keywords":"Greatness; Drama; Maturity (psychological); Pedagogy; Psychology; Visual arts; Literature; Art; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0103185,0.0004387309,0.0004377945,0.002571362,0.02576353,0.0158357,0.001335462,0.002991866,0.003085839],"category_scores_gemma":[0.01034097,0.0004122379,0.0003966996,0.001947532,0.07937957,0.01505634,0.00894013,0.007598347,0.0006315091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01123589,"about_ca_system_score_gemma":0.008999456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568939,"about_ca_topic_score_gemma":0.02060048,"domain_scores_codex":[0.9833957,0.01351461,0.0002214599,0.0006986831,0.0009116897,0.001257836],"domain_scores_gemma":[0.9935182,0.004073014,0.0005036212,0.0005470914,0.0005518847,0.0008061826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002030555,0.00002351728,0.001255273,0.00004812174,0.000004604646,0.0001680644,0.4797083,0.00002402193,0.0001612694,0.4975139,0.01131666,0.009755792],"study_design_scores_gemma":[0.00001289429,0.00003770455,0.002299339,0.0004998758,0.000007287894,0.0002613852,0.3782769,0.00008982203,0.000288504,0.06267434,0.5555286,0.00002326712],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1363515,0.03285424,0.01508545,0.2217065,0.003737078,0.0001079033,0.00008036473,0.0001212019,0.5899556],"genre_scores_gemma":[0.9456794,0.005691803,0.00141483,0.0102964,0.0009185215,0.0001102191,0.00002394899,0.0001622509,0.03570256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9742365,"threshold_uncertainty_score":0.08152246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268628337861784,"score_gpt":0.4759254707950314,"score_spread":0.349062637008853,"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."}}