{"id":"W6891619353","doi":"10.4224/23003364","title":"Another near miss","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01249625,0.001071803,0.002102033,0.003442228,0.009573748,0.01140696,0.003783308,0.01208432,0.480013],"category_scores_gemma":[0.0701429,0.00132167,0.001368305,0.0009724879,0.002338105,0.005431593,0.008501611,0.00893125,0.3655814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408792,"about_ca_system_score_gemma":0.01288615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515546,"about_ca_topic_score_gemma":0.01498289,"domain_scores_codex":[0.9812152,0.003271773,0.001040406,0.001755942,0.0102593,0.002457294],"domain_scores_gemma":[0.8726304,0.005406356,0.002476235,0.01130867,0.08360904,0.02456933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003126641,0.00002455713,0.0001719444,0.0000900941,0.0000048536,0.0001165659,0.00003328634,0.000013517,0.0001634014,0.0007181069,0.9842754,0.01435713],"study_design_scores_gemma":[0.000024715,0.00002735732,0.0008700758,0.000136054,0.000005982262,0.0002054329,0.0002239031,0.0001344625,0.0002043013,0.001162472,0.996983,0.00002222413],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.002742447,0.002337555,0.00259577,0.2604695,0.4149974,0.001258318,0.001809521,0.00296777,0.3108217],"genre_scores_gemma":[0.005477059,0.000665371,0.001084397,0.02663101,0.02219742,0.0002372434,0.0008168315,0.0005459974,0.9423448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.480013,"threshold_uncertainty_score":0.7416983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08483796932917731,"score_gpt":0.3846660316929462,"score_spread":0.2998280623637689,"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."}}