{"id":"W4390120959","doi":"10.33524/cjar.v20i3.499","title":"Dikilitaş, K., &amp; Griffiths, C. (2017). Developing language teacher autonomy through action research. Cham, Switzerland: Springer Nature.","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Action research; Autonomy; Action (physics); Pedagogy; Sociology; Psychology; Mathematics education; Political science; Physics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001387631,0.0004093418,0.0003518226,0.001361141,0.001727587,0.003598538,0.0009479287,0.001291582,0.009897074],"category_scores_gemma":[0.003946471,0.0004891486,0.0002119751,0.001951023,0.003295682,0.005387838,0.001838804,0.00339075,0.004335109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860642,"about_ca_system_score_gemma":0.004575017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073581,"about_ca_topic_score_gemma":0.0308948,"domain_scores_codex":[0.9994373,0.0001012445,0.00003920958,0.00006836047,0.0003106062,0.00004336124],"domain_scores_gemma":[0.9983177,0.0009167072,0.0001589578,0.00005541529,0.0003274909,0.0002236282],"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":[0.00002110361,0.00003829944,0.0008252991,0.001360941,0.000009163542,0.0001361095,0.01359001,0.00006995648,0.000646572,0.04955536,0.6282784,0.3054689],"study_design_scores_gemma":[0.000006092099,0.00001146833,0.001981882,0.0006534416,0.000009097498,0.0003621453,0.002847849,0.00003812354,0.0002189227,0.01185341,0.9820063,0.00001121894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003431001,0.5039808,0.01507745,0.1246147,0.006100023,0.0001384793,0.0006667932,0.0003325432,0.3456583],"genre_scores_gemma":[0.07036413,0.5168586,0.01744759,0.01874553,0.0008638545,0.0003496621,0.0005585187,0.0002315502,0.3745806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01073581,"threshold_uncertainty_score":0.03310907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2518030369324544,"score_gpt":0.4244539141141584,"score_spread":0.172650877181704,"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."}}