{"id":"W7001143169","doi":"","title":"189. How to Fix a Broken High Schooler, in Four Easy Steps","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Troubleshooting; Plan (archaeology); Agency (philosophy); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003322797,0.0005921148,0.0002317699,0.0006790396,0.004303828,0.002866511,0.0007418834,0.003045775,0.6514451],"category_scores_gemma":[0.002145132,0.0004807468,0.0002577935,0.0005262432,0.000506803,0.002893612,0.002003717,0.002386388,0.5545669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009175813,"about_ca_system_score_gemma":0.002138881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05406792,"about_ca_topic_score_gemma":0.1992447,"domain_scores_codex":[0.9996789,0.00003724122,0.00001215466,0.00003165062,0.0001321775,0.0001079824],"domain_scores_gemma":[0.9989676,0.00007876239,0.00003348312,0.00005346119,0.000431662,0.0004350351],"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":[0.000003713413,0.00001454724,0.00009405066,0.00001389598,3.018873e-7,0.00002810093,0.0001154731,0.000005066431,0.00004138618,0.0003669565,0.9844459,0.0148707],"study_design_scores_gemma":[0.000003811354,0.000007430397,0.0009827352,0.00003597993,9.071288e-7,0.00004845708,0.0004343501,0.00001067492,0.00004697947,0.0001604584,0.9982635,0.000004740421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006643787,0.0004349106,0.0003717053,0.006854448,0.001043661,0.00008614512,0.002060046,0.001580051,0.9869047],"genre_scores_gemma":[0.00155329,0.0002081112,0.0002317288,0.001987344,0.00009092555,0.00002823369,0.0005204204,0.0003532092,0.9950266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6514451,"threshold_uncertainty_score":0.4971713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006658261756184691,"score_gpt":0.185630029920818,"score_spread":0.1789717681646333,"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."}}