{"id":"W2913022484","doi":"10.22230/ijepl.2019v14n10a887","title":"Education Research in the Canadian Context","year":2019,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of Saskatchewan; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science; Public administration; Public relations; Context (archaeology); Public policy; Sociology; Policy analysis; Government (linguistics); Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01345355,0.0007017322,0.001206226,0.009757228,0.03645304,0.02864509,0.003172096,0.005139794,0.02128516],"category_scores_gemma":[0.02990031,0.0007853127,0.0006782279,0.02463505,0.0179869,0.00834109,0.006979113,0.005629555,0.00169937],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2571868,"about_ca_system_score_gemma":0.4755287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897048,"about_ca_topic_score_gemma":0.9950109,"domain_scores_codex":[0.9812248,0.002926705,0.0008510926,0.001451918,0.008919845,0.004625554],"domain_scores_gemma":[0.9542229,0.01212696,0.001452836,0.001370256,0.02252188,0.008305098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000364405,0.00004329699,0.003634272,0.001610176,0.0000342058,0.0006014086,0.04343146,0.0002552035,0.0003225842,0.3176359,0.5361887,0.0962064],"study_design_scores_gemma":[0.000004451145,0.000006755505,0.003078864,0.001041172,0.0000109617,0.00008318623,0.01786197,0.00006044428,0.00007426512,0.005428056,0.9723074,0.0000422653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01193965,0.1706177,0.001381364,0.4843059,0.01988952,0.0001248709,0.001756818,0.0001853598,0.3097989],"genre_scores_gemma":[0.3598422,0.3548504,0.008216549,0.1071099,0.007542201,0.0002399762,0.002132671,0.0005837801,0.1594823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7428132,"threshold_uncertainty_score":0.861558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6685152480991206,"score_gpt":0.6222147943227643,"score_spread":0.04630045377635628,"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."}}