{"id":"W2019639786","doi":"10.1002/tl.392","title":"Plus ça change … educational development past and future","year":2010,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Queen (butterfly); Citation; Library science; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003302827,0.0003704062,0.0003174976,0.0009483909,0.003012166,0.008947785,0.001157378,0.004077003,0.03886902],"category_scores_gemma":[0.008638239,0.0002229325,0.0003649326,0.001220549,0.004783008,0.00611332,0.002167343,0.00404916,0.004191791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009654706,"about_ca_system_score_gemma":0.02320466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0515296,"about_ca_topic_score_gemma":0.07884028,"domain_scores_codex":[0.9973634,0.0007026906,0.0001035947,0.0004278591,0.000850199,0.0005523383],"domain_scores_gemma":[0.9933228,0.001100799,0.0003906024,0.0007889068,0.002740721,0.001656207],"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":[0.00009112847,0.0001297385,0.002682399,0.0003629013,0.00002019593,0.000107201,0.001646604,0.0004567254,0.0005752547,0.554197,0.271127,0.1686038],"study_design_scores_gemma":[0.00001608299,0.00002563666,0.002138007,0.000114966,0.000009730308,0.00004505337,0.0009825249,0.0001770398,0.0002101902,0.02887287,0.967393,0.00001499024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01545503,0.01243001,0.003225186,0.5083911,0.01588724,0.00006840652,0.0004209678,0.0005194289,0.4436027],"genre_scores_gemma":[0.4958243,0.01164107,0.008441304,0.07268025,0.007336139,0.0001056265,0.0004567666,0.0001724889,0.4033419],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0515296,"threshold_uncertainty_score":0.1300299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330764808021833,"score_gpt":0.3558933393121431,"score_spread":0.3228168585099598,"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."}}