{"id":"W2016235962","doi":"10.1080/09650790200200187","title":"Notes on writing subjects of action research","year":2002,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Action research; Action (physics); Psychology; Pedagogy; Mathematics education; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02212344,0.001100363,0.0007577543,0.001866858,0.01277836,0.009473378,0.00175548,0.005871002,0.0160882],"category_scores_gemma":[0.05924612,0.0005536782,0.0007249773,0.00197388,0.03415557,0.007374246,0.008587791,0.0128213,0.00246263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006227918,"about_ca_system_score_gemma":0.004478505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934462,"about_ca_topic_score_gemma":0.003540168,"domain_scores_codex":[0.9543681,0.03540204,0.001172944,0.002101986,0.00514972,0.001805232],"domain_scores_gemma":[0.9182463,0.06904607,0.002440184,0.005160167,0.003848035,0.001259198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006080874,0.00002517405,0.0001695922,0.00009986761,0.00000489694,0.001044358,0.1615096,0.0001308537,0.0004012757,0.8067753,0.01960184,0.01017652],"study_design_scores_gemma":[0.00002765292,0.0000696388,0.0002668449,0.0006299888,0.000006403236,0.0004118831,0.07254296,0.0003834385,0.001462417,0.1214557,0.8027098,0.00003320354],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.04715315,0.004142181,0.0440356,0.08245713,0.01302915,0.0005939075,0.0002776994,0.0003268883,0.8079844],"genre_scores_gemma":[0.6323949,0.002738837,0.01459015,0.01438113,0.003580552,0.000987061,0.0001946936,0.0004795251,0.3306533],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02212344,"threshold_uncertainty_score":0.1170014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7423672270349152,"score_gpt":0.6495605715557027,"score_spread":0.09280665547921252,"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."}}