{"id":"W7043147867","doi":"","title":"Rules of Engagement","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Rules of engagement; Set (abstract data type); Action (physics); Key (lock)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0109122,0.0008412107,0.0008815439,0.002050306,0.007441382,0.02056552,0.002273309,0.005271161,0.06215927],"category_scores_gemma":[0.04460914,0.0007727072,0.001351655,0.002337233,0.01100724,0.01469346,0.007353389,0.005455892,0.0290864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016511,"about_ca_system_score_gemma":0.004269464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006950174,"about_ca_topic_score_gemma":0.005643102,"domain_scores_codex":[0.9767928,0.008844044,0.00219281,0.004180398,0.006034468,0.001955468],"domain_scores_gemma":[0.9836142,0.005599624,0.0007176491,0.004528097,0.004657288,0.0008832006],"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":[0.00001338701,0.000008554955,0.0002645724,0.00003560338,0.000004390014,0.0000628372,0.001795463,0.0001015437,0.00006584881,0.9602048,0.029117,0.008325894],"study_design_scores_gemma":[0.00001581545,0.000009487204,0.0002593682,0.0001813627,0.000007180363,0.0001712203,0.001487175,0.000419516,0.0002402441,0.5928317,0.4043509,0.00002601003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003382693,0.0007133096,0.04645697,0.01115916,0.001080907,0.0002851605,0.0009926242,0.000435455,0.9354936],"genre_scores_gemma":[0.4376649,0.001913593,0.0634335,0.006746507,0.0009238691,0.00231092,0.003040829,0.00188738,0.4820785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06215927,"threshold_uncertainty_score":0.2079435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641140275277793,"score_gpt":0.3218362104436862,"score_spread":0.2554248076909083,"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."}}