{"id":"W1953483110","doi":"10.33524/cjar.v15i1.116","title":"ACTION RESEARCH: NOT JUST FOR THE CLASSROOM","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Action research; Action (physics); Empowerment; Natural (archaeology); Pedagogy; Sociology; Psychology; Mathematics education; Political science; Law; Geography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.191404,0.001715739,0.004064403,0.004174191,0.01559072,0.03077635,0.005225687,0.01566336,0.009828296],"category_scores_gemma":[0.2003486,0.001663162,0.001809716,0.004136307,0.07686412,0.05739734,0.01412383,0.03792663,0.006084644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116249,"about_ca_system_score_gemma":0.04093406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007399399,"about_ca_topic_score_gemma":0.007702339,"domain_scores_codex":[0.7484868,0.2116167,0.00631364,0.01073722,0.0191687,0.003676857],"domain_scores_gemma":[0.5857098,0.2895819,0.01148539,0.05652413,0.03157816,0.02512068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001149254,0.0003068802,0.001937869,0.005262299,0.0002600831,0.0004040964,0.08123875,0.00035619,0.0009292581,0.5793459,0.1848444,0.1449993],"study_design_scores_gemma":[0.00007438119,0.0001336064,0.0005384678,0.008775604,0.00007538152,0.000430796,0.04470725,0.0002059123,0.0004800751,0.4071266,0.5373411,0.0001108143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002459718,0.03981118,0.04883772,0.8500539,0.01491276,0.0003882212,0.0001116454,0.0005254046,0.04289946],"genre_scores_gemma":[0.2996323,0.0549401,0.2226692,0.3666746,0.01463535,0.003614838,0.0004111982,0.001014195,0.03640836],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.191404,"threshold_uncertainty_score":0.9971428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8623782243317789,"score_gpt":0.6109849384081741,"score_spread":0.2513932859236048,"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."}}