{"id":"W2921479405","doi":"","title":"This is Not a Pipe","year":2016,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01524228,0.001048288,0.00213693,0.003255229,0.004896794,0.0175615,0.002613268,0.007830923,0.0850587],"category_scores_gemma":[0.0726964,0.0007027508,0.001341456,0.002579956,0.0114075,0.01824572,0.009203902,0.01958753,0.03221647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009952263,"about_ca_system_score_gemma":0.02791179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654065,"about_ca_topic_score_gemma":0.04878083,"domain_scores_codex":[0.990041,0.002344749,0.0009357294,0.001440317,0.004200985,0.001037344],"domain_scores_gemma":[0.9558659,0.01194718,0.002312919,0.005666105,0.01880833,0.005399503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003728436,0.00002318182,0.0001555189,0.0005612475,0.00003098458,0.00003228453,0.0002659854,0.00003819348,0.00005940385,0.06424518,0.8942836,0.04026714],"study_design_scores_gemma":[0.00001416652,0.00001550394,0.000212417,0.001063139,0.00001707391,0.00001828262,0.0004981168,0.00002316564,0.0000278618,0.01164396,0.986451,0.00001524206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004012426,0.03629076,0.001115817,0.7294187,0.1763816,0.00005794262,0.0003129469,0.0002887989,0.05573217],"genre_scores_gemma":[0.01157026,0.04840653,0.002683396,0.7252907,0.03986995,0.0001849697,0.0003085296,0.0003958608,0.1712899],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0850587,"threshold_uncertainty_score":0.2845497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081956509745292,"score_gpt":0.4003233417559444,"score_spread":0.2921276907814152,"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."}}