{"id":"W2527389382","doi":"10.26522/brocked.v25i1.483","title":"Knowledge Mobilization and Educational Research: Politics, Languages, and Responsibilities","year":2016,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"CLARITY; Mobilization; Politics; China; Political science; Political mobilization; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02313762,0.0007973376,0.001080384,0.004021936,0.008245724,0.02579468,0.001792506,0.005269741,0.004401611],"category_scores_gemma":[0.02376441,0.0007776579,0.0005406631,0.00660808,0.0644576,0.0267816,0.01035418,0.009718962,0.001105498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006818786,"about_ca_system_score_gemma":0.008961775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390848,"about_ca_topic_score_gemma":0.003365671,"domain_scores_codex":[0.9697483,0.02260703,0.000892982,0.001056243,0.004546573,0.001148817],"domain_scores_gemma":[0.9416759,0.05286566,0.001496668,0.001410014,0.001556857,0.0009947971],"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":[0.000007671927,0.00001375664,0.0001682837,0.00017862,0.00000370124,0.00005534006,0.06609346,0.00006473038,0.0000620357,0.8959113,0.01221635,0.0252247],"study_design_scores_gemma":[0.000009851768,0.00003299163,0.0005581149,0.001693287,0.00000609559,0.0002364765,0.05485182,0.0001990713,0.0001734758,0.387609,0.5546007,0.00002912629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01242949,0.1126073,0.03046085,0.2740532,0.00574726,0.0001847496,0.00003689162,0.0001651938,0.564315],"genre_scores_gemma":[0.545333,0.1292393,0.040654,0.0636327,0.01068951,0.001375433,0.000117807,0.0006090241,0.2083492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02579468,"threshold_uncertainty_score":0.1223649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08644552274295823,"score_gpt":0.4706870418880458,"score_spread":0.3842415191450875,"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."}}