{"id":"W2529348715","doi":"","title":"Turning Around from the Wrong Road Taken","year":2016,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Geography","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":[0.01486725,0.001054497,0.001324736,0.002582368,0.01600642,0.02283909,0.002961156,0.01626765,0.0215017],"category_scores_gemma":[0.03749047,0.0006022477,0.0008292537,0.001681306,0.03915193,0.03649906,0.01419401,0.04711309,0.007093654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009280031,"about_ca_system_score_gemma":0.0171376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839054,"about_ca_topic_score_gemma":0.02921302,"domain_scores_codex":[0.9844114,0.00767451,0.0005900721,0.001842452,0.00340502,0.002076649],"domain_scores_gemma":[0.9728937,0.006113117,0.0009797749,0.00256375,0.01039178,0.007057871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007785762,0.00006104113,0.0006427157,0.0002124276,0.00002996639,0.0002220554,0.009612218,0.0001357598,0.0002885819,0.5444999,0.3885744,0.0556431],"study_design_scores_gemma":[0.00003263114,0.00006256829,0.0006203802,0.001004496,0.00002026129,0.0001778001,0.03097742,0.0002332914,0.0003409211,0.3359575,0.6304845,0.00008824132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001901665,0.005414172,0.002810159,0.9564342,0.01460723,0.0000113845,0.0000345564,0.0001045544,0.01868204],"genre_scores_gemma":[0.2952084,0.01163702,0.01118482,0.5842199,0.01165649,0.0001406622,0.0001070551,0.0009816632,0.08486398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02283909,"threshold_uncertainty_score":0.07862645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08061201557609753,"score_gpt":0.3439530169506114,"score_spread":0.2633410013745138,"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."}}