{"id":"W2901948948","doi":"10.1080/00131857.2018.1458788","title":"‘Neo’ is not enough: Theorizing and educating in a time of total renegotiation","year":2018,"lang":"en","type":"article","venue":"Educational Philosophy and Theory","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Epistemology; Psychology; Pedagogy; Psychoanalysis; Social science; Philosophy","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":[0.0007036102,0.00008117349,0.0001070312,0.00009836806,0.0003242159,0.00003262016,0.00009053165,0.00006329422,0.0003685656],"category_scores_gemma":[0.0003044793,0.00007004162,0.00002658241,0.0002021393,0.000616139,0.0001834537,0.00003617826,0.00007013586,0.00002200943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005034586,"about_ca_system_score_gemma":0.0003343003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006897445,"about_ca_topic_score_gemma":0.00002046907,"domain_scores_codex":[0.9991707,0.0001037852,0.0001894143,0.0001677825,0.000206752,0.00016161],"domain_scores_gemma":[0.9993113,0.0003037999,0.000102314,0.00008294397,0.000116011,0.00008360223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002481052,0.00009958901,0.001622181,0.00001193376,0.000009981071,3.025891e-8,0.03930087,4.344648e-7,0.0001423148,0.9569378,0.0002711594,0.001578921],"study_design_scores_gemma":[0.0001239645,0.000039924,0.04443282,0.00005972268,0.000007192578,0.00000346579,0.004497299,0.000006509407,0.0001845212,0.9489549,0.001584097,0.0001055826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756351,0.0004216217,0.000002655796,0.03507096,0.0004016389,0.0001280418,0.00001470045,0.000007785477,0.08831746],"genre_scores_gemma":[0.9953365,0.00005571304,0.0002264879,0.0009912858,0.001700494,0.000009556315,0.00000826652,0.000005827795,0.001665836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197014,"threshold_uncertainty_score":0.4035535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315218020937549,"score_gpt":0.3018074896409734,"score_spread":0.2886553094315979,"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."}}