{"id":"W4390120974","doi":"10.33524/cjar.v20i1.442","title":"Foreword","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Action research; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.003281231,0.0008499127,0.0009885187,0.002162128,0.004960449,0.006975921,0.001839385,0.006632421,0.2673087],"category_scores_gemma":[0.03129593,0.0003547046,0.0008996992,0.001200617,0.001714968,0.00305533,0.003132625,0.008769695,0.2373258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005402558,"about_ca_system_score_gemma":0.01275199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02513914,"about_ca_topic_score_gemma":0.04279962,"domain_scores_codex":[0.9961218,0.0004616081,0.0001853137,0.0004390427,0.002300132,0.0004920691],"domain_scores_gemma":[0.980722,0.002478234,0.0004828157,0.0008174572,0.01218336,0.003316171],"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":[0.000003919922,0.000002055102,0.00001194099,0.00002106997,5.465692e-7,0.000009327807,0.00001144979,0.000002137258,0.0000123344,0.001464044,0.9933441,0.005117028],"study_design_scores_gemma":[0.000002886257,0.000003075952,0.00006422992,0.00009365429,0.000001717551,0.00002747587,0.00004547387,0.000005074073,0.00002476293,0.001014447,0.9987139,0.00000335064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001687217,0.007553563,0.0006523817,0.2651933,0.4992689,0.0001646229,0.001188374,0.0004066495,0.2254035],"genre_scores_gemma":[0.002286405,0.003885497,0.0005777446,0.1409845,0.06278999,0.0001858914,0.0007938815,0.0003629719,0.7881331],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2673087,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2783216041990276,"score_gpt":0.4541340870038215,"score_spread":0.1758124828047939,"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."}}