{"id":"W3034741759","doi":"10.29173/pandpr29394","title":"Being and Becoming a Teacher in Neoliberal Times","year":2020,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Sociology; Political science; Mathematics education; Pedagogy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002998684,0.00005932842,0.0000982678,0.00002975776,0.0001869766,0.00003816735,0.0001055741,0.0000634189,0.000177207],"category_scores_gemma":[0.0008728967,0.00005226701,0.00001301011,0.0001654767,0.0001748483,0.0003922648,0.00006002605,0.0001886601,0.00005850335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006664209,"about_ca_system_score_gemma":0.0001185566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006759337,"about_ca_topic_score_gemma":0.0002822259,"domain_scores_codex":[0.9992651,0.0001303873,0.0001162604,0.0001480504,0.00009150051,0.0002486802],"domain_scores_gemma":[0.9995886,0.0001718402,0.00006089648,0.00004650902,0.00002741808,0.0001047297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008569902,0.0001750924,0.01609958,0.00001114792,0.00005983155,0.00001467023,0.4092197,0.00002770841,0.00009565577,0.5544057,0.003120265,0.0166849],"study_design_scores_gemma":[0.000348057,0.00006546783,0.009328187,0.000005174868,0.00002273937,0.000008203808,0.09626988,0.00007566679,0.000002997592,0.03311356,0.8606073,0.0001528026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.442113,0.0005325039,0.000005863344,0.2659362,0.0001037245,0.00009388146,5.293557e-7,0.00002965441,0.2911846],"genre_scores_gemma":[0.9831862,0.0001929043,0.000793329,0.01351921,0.0003676297,0.000008083495,0.000001253632,0.000005963042,0.001925445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857487,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826419300976659,"score_gpt":0.3459259467922287,"score_spread":0.3176617537824621,"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."}}