{"id":"W4283258998","doi":"10.29173/ijll14","title":"Conceptualizing a Foundation to Lead a School–University Research Partnership","year":2022,"lang":"en","type":"article","venue":"International Journal for Leadership in Learning","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"General partnership; Context (archaeology); Foundation (evidence); Terminology; Engineering ethics; Documentation; Action research; Sociology; Interpretation (philosophy); Public relations; Pedagogy; Political science; Engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01410373,0.0001023757,0.0001491554,0.001548478,0.001024321,0.0006545075,0.001467188,0.00003461833,0.002297967],"category_scores_gemma":[0.008146016,0.0001064376,0.0001266768,0.001015052,0.00007007825,0.0006896863,0.0003085867,0.001209525,0.0002110812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571164,"about_ca_system_score_gemma":0.0005792274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004537123,"about_ca_topic_score_gemma":0.00006666008,"domain_scores_codex":[0.9943957,0.001211606,0.0005137931,0.0004003528,0.003020386,0.0004581738],"domain_scores_gemma":[0.9955821,0.002586913,0.0002582427,0.0001352975,0.001254588,0.0001828779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003172417,0.0009383886,0.4200888,0.00002355404,0.0002952382,0.0001809126,0.06432642,0.1101591,0.009462744,0.1160377,0.1441956,0.1311191],"study_design_scores_gemma":[0.001241527,0.000499624,0.009285971,0.00005597322,0.000004877876,0.00004462202,0.3497075,0.004168769,0.0001040517,0.01792667,0.6167535,0.0002069375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8176145,0.00016843,0.0183524,0.144558,0.006482691,0.001039881,0.00001297899,0.00006103408,0.0117101],"genre_scores_gemma":[0.9624125,0.000003566526,0.001124625,0.001014313,0.0005706188,0.00003381255,0.00001668929,0.0000131981,0.03481071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725579,"threshold_uncertainty_score":0.9986141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7174153113889586,"score_gpt":0.5569577004109438,"score_spread":0.1604576109780148,"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."}}