{"id":"W1826054049","doi":"10.29173/cmplct8740","title":"Education, Research, and Educational Research","year":2006,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational research; Political science; Sociology; Mathematics education; Pedagogy; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2058766,0.001077541,0.004140076,0.006546084,0.01106603,0.04743453,0.002807869,0.02410884,0.01486649],"category_scores_gemma":[0.2509695,0.001475025,0.001057261,0.01205816,0.1221901,0.05435818,0.01625302,0.04323876,0.005289582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02331193,"about_ca_system_score_gemma":0.04061481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006797847,"about_ca_topic_score_gemma":0.00650568,"domain_scores_codex":[0.6992382,0.2242743,0.01346131,0.01918883,0.03560504,0.008232283],"domain_scores_gemma":[0.5716348,0.318851,0.02030781,0.03529584,0.02828232,0.0256283],"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":[0.00007532504,0.00008959206,0.001154663,0.001685135,0.0001018183,0.000180204,0.007312341,0.0001695187,0.0001524264,0.8459619,0.1078946,0.03522257],"study_design_scores_gemma":[0.00009229898,0.00008624364,0.001255466,0.005450423,0.00003835925,0.0003463033,0.008206013,0.0002073547,0.0001677941,0.5802408,0.4038379,0.00007110179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001128355,0.1062926,0.004519653,0.8375095,0.01034297,0.0001022295,0.00006291394,0.00007781248,0.03996399],"genre_scores_gemma":[0.2066046,0.09156616,0.01978631,0.616173,0.03161642,0.00109944,0.0001744667,0.0003753546,0.03260416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2058766,"threshold_uncertainty_score":0.9792956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5396186618008876,"score_gpt":0.5609292183236769,"score_spread":0.02131055652278935,"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."}}