{"id":"W4405368128","doi":"10.1080/17425964.2024.2440352","title":"Navigating the Academy: Using Memory-Work to Chart a Way Forward","year":2024,"lang":"en","type":"article","venue":"Studying Teacher Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Collegiality; Dialogic; Kindness; Psychology; Power (physics); Gossip; Pedagogy; Reciprocal; Sociology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.003195246,0.0001309647,0.000104227,0.00006439025,0.001244855,0.0005080958,0.0003671355,0.00009280689,0.0001356415],"category_scores_gemma":[0.00135264,0.0001081428,0.00005914176,0.001281975,0.0001008085,0.0006274237,0.00007127284,0.0006252892,0.0002096807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177081,"about_ca_system_score_gemma":0.000818177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002129717,"about_ca_topic_score_gemma":0.00008985767,"domain_scores_codex":[0.9979615,0.0006424865,0.0002272597,0.0003753762,0.0004556857,0.0003377195],"domain_scores_gemma":[0.9990866,0.0003893629,0.0001004111,0.0002096634,0.0001053116,0.0001086647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005899964,0.0001549046,0.01537271,0.00001746753,0.00003943015,1.754502e-7,0.5009201,0.00004853746,0.0005001326,0.003897463,0.004942721,0.4741005],"study_design_scores_gemma":[0.00008946926,0.00004314056,0.03441848,0.0007754674,0.0002240946,0.000004978147,0.4304621,0.0003712445,0.0004584772,0.01174865,0.5208392,0.0005647367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143818,0.0009740784,0.0007507576,0.04927636,0.004476778,0.0009154589,4.662299e-7,0.0002045326,0.02901976],"genre_scores_gemma":[0.9892394,0.00001915959,0.003948677,0.0007261374,0.003195901,0.0002320714,0.000002169312,0.00003156628,0.002604949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5158964,"threshold_uncertainty_score":0.9574541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09390361471166293,"score_gpt":0.4868998478605441,"score_spread":0.3929962331488812,"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."}}