{"id":"W4210376627","doi":"10.1002/tl.31","title":"Editors' Notes","year":2001,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Queen's University","funders":"","keywords":"Queen (butterfly); Citation; Library science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001006555,0.00006036972,0.00007444486,0.00007098469,0.003017347,0.00008641453,0.00004506527,0.00005056155,0.0000561106],"category_scores_gemma":[0.003155081,0.00006154741,0.00004044185,0.00009887666,0.00008566826,0.0001183374,0.000007114965,0.0004546319,0.000009569479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003908869,"about_ca_system_score_gemma":0.0000561965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006960815,"about_ca_topic_score_gemma":0.0009298824,"domain_scores_codex":[0.9991974,0.0003103935,0.00007518125,0.0001384405,0.00008936091,0.0001892412],"domain_scores_gemma":[0.9990419,0.0007595147,0.00003504603,0.00004214658,0.00002580772,0.0000955517],"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":[0.000006625541,0.00004025634,0.03059242,0.000004629346,0.00002302428,1.653626e-7,0.4764839,0.00002624903,0.00002793104,0.003798579,0.0237802,0.4652161],"study_design_scores_gemma":[0.00009727071,0.00001795998,0.003074717,0.000009433365,0.00001134685,9.016913e-7,0.1455137,0.00001839518,0.000001489358,0.0001702447,0.8510165,0.00006798735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3999818,0.003555267,0.03223376,0.3592646,0.01380416,0.0007279056,0.000001773309,0.002356855,0.1880739],"genre_scores_gemma":[0.9422934,0.0001070234,0.002353918,0.0001381319,0.007205474,0.00001677773,0.000002186478,0.000009923961,0.04787317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8272363,"threshold_uncertainty_score":0.9996519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07727732305504438,"score_gpt":0.3892251667389361,"score_spread":0.3119478436838918,"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."}}