{"id":"W4235088385","doi":"10.4018/978-1-5225-5164-5.ch006","title":"Teachers as Researchers","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in library and information science (ALIS) book series","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Participatory action research; Action research; Citizen journalism; Narrative; Action (physics); The arts; Pedagogy; Mathematics education; Engineering ethics; Sociology; Computer science; Psychology; Engineering; Political science; World Wide Web; Art","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":[0.009346155,0.0008418502,0.001103857,0.00189316,0.006152097,0.01737278,0.001923934,0.005126284,0.02294906],"category_scores_gemma":[0.01735215,0.0008615682,0.0003964735,0.002094611,0.01666118,0.02307889,0.006913751,0.01283248,0.01473088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008620632,"about_ca_system_score_gemma":0.009981987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376912,"about_ca_topic_score_gemma":0.003900768,"domain_scores_codex":[0.9883474,0.007386945,0.0004285792,0.001366034,0.001874171,0.0005969],"domain_scores_gemma":[0.9901237,0.005140609,0.0005685273,0.001307273,0.001631449,0.001228464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001394264,0.00004894536,0.0002572667,0.0004030764,0.000006108052,0.0001128565,0.04406681,0.000108285,0.0002613736,0.7919791,0.1174991,0.04524323],"study_design_scores_gemma":[0.000005962247,0.000009829126,0.00005328215,0.0003287393,0.000002837151,0.00007403055,0.005747121,0.00004764612,0.00007723115,0.04519809,0.9484497,0.000005459881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005940161,0.0996235,0.02814123,0.134802,0.01743044,0.0004663958,0.0002054548,0.001032812,0.712358],"genre_scores_gemma":[0.1017768,0.04530682,0.01739253,0.03681838,0.003658692,0.001092842,0.0002888429,0.0007004627,0.7929645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02294906,"threshold_uncertainty_score":0.07677227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0679279821085926,"score_gpt":0.3747909540932916,"score_spread":0.3068629719846989,"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."}}