{"id":"W840760418","doi":"","title":"The Dungeon Door","year":2014,"lang":"nl","type":"article","venue":"Divergent/Convergent","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00310535,0.0003423117,0.0002711877,0.00006442438,0.003130413,0.0004373241,0.001117794,0.0002245441,0.01274959],"category_scores_gemma":[0.001296884,0.0002649812,0.0003196356,0.0004989449,0.0006397552,0.0004793801,0.0001804601,0.0004381363,0.01601025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004101,"about_ca_system_score_gemma":0.0004270846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310719,"about_ca_topic_score_gemma":0.002340468,"domain_scores_codex":[0.9952871,0.001418724,0.0005420356,0.0005858578,0.001198471,0.0009678084],"domain_scores_gemma":[0.9963766,0.001751447,0.000459435,0.0005890363,0.0002986584,0.0005248221],"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":[0.00021115,0.0007137713,0.1149013,0.0001378806,0.0006889072,0.000007050995,0.04831251,0.00002270848,0.0001645132,0.3792277,0.4329839,0.02262854],"study_design_scores_gemma":[0.0002501135,0.0001007082,0.01932662,0.00002934793,0.0001437052,0.000001031757,0.017818,0.0001028254,0.0001739994,0.002769716,0.9589123,0.0003717092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2357625,0.01960294,0.0002168571,0.3106568,0.08730365,0.001794015,0.00009969658,0.0003028222,0.3442608],"genre_scores_gemma":[0.8966739,0.006924297,0.00003726209,0.001935582,0.002581311,0.00004730927,0.00002516536,0.00002936661,0.09174584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6609114,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599893167190714,"score_gpt":0.3222790842703065,"score_spread":0.2762801525983994,"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."}}