{"id":"W2398446484","doi":"","title":"A message from Simone.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Mount Royal University","funders":"","keywords":"Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000396914,0.0000326827,0.00004093404,0.00001269602,0.0001830473,0.00007334639,0.0001277955,0.0000384613,0.007822465],"category_scores_gemma":[0.0001884617,0.00003214191,0.00002150579,0.00009554317,0.0000740777,0.0002069294,0.000002828935,0.00006206945,0.0003401665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002545072,"about_ca_system_score_gemma":0.00004624943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005501316,"about_ca_topic_score_gemma":0.001999883,"domain_scores_codex":[0.9993443,0.0001310839,0.00005627554,0.0000980997,0.0001795005,0.000190743],"domain_scores_gemma":[0.9994316,0.0003599236,0.00002112227,0.00007081429,0.00001362936,0.0001029872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002313301,0.00008486119,0.01181834,0.000001543249,0.00002254665,0.000002836736,0.02640211,0.000001890004,0.00000116104,0.008548876,0.02377985,0.9293128],"study_design_scores_gemma":[0.00004086877,6.723765e-7,0.1536497,6.641599e-7,0.000006057278,4.071327e-8,0.002905062,2.685611e-7,0.000007877687,0.003539453,0.8398056,0.00004375828],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2962974,0.0003114625,5.401465e-7,0.03035301,0.0001871455,0.0001309393,0.000006767164,0.00004154361,0.6726712],"genre_scores_gemma":[0.9466685,0.0001147771,0.00004998842,0.001118581,0.0005983746,0.0002018945,0.000004823268,0.000003249681,0.05123983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9292691,"threshold_uncertainty_score":0.9930845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07707612893867982,"score_gpt":0.3099384510878457,"score_spread":0.2328623221491659,"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."}}