{"id":"W4205247668","doi":"10.5944/reec.40.2022.31312","title":"Adding new “C”s to our lexicon when considering the future of comparative education research: Complexity, care, and caution","year":2021,"lang":"en","type":"article","venue":"Revista Española de Educación Comparada","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Transparency (behavior); Lexicon; Comparative research; Engineering ethics; Sociology; Political science; Social science; Computer science; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1536567,0.002197194,0.006933945,0.01113941,0.01408729,0.0427609,0.01106692,0.01860346,0.003957953],"category_scores_gemma":[0.2780222,0.001295653,0.00203188,0.01205041,0.1307792,0.05609354,0.01528777,0.04770692,0.001603498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189486,"about_ca_system_score_gemma":0.01583569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217203,"about_ca_topic_score_gemma":0.0164488,"domain_scores_codex":[0.793691,0.1626236,0.0172367,0.006990521,0.01635843,0.003099723],"domain_scores_gemma":[0.5440198,0.3898823,0.01156739,0.0218904,0.02789479,0.00474537],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006808722,0.00002164518,0.0004533029,0.001633353,0.00006211485,0.0003215113,0.03816678,0.0002030678,0.0002376079,0.8799194,0.05738273,0.0215304],"study_design_scores_gemma":[0.00003596347,0.0000367145,0.0003181427,0.006450251,0.00005299674,0.0005935238,0.0345307,0.0009590775,0.0001928268,0.5273061,0.4293933,0.0001303924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003671749,0.07031588,0.04805073,0.7948585,0.0463679,0.0002476469,0.0001261197,0.0002428525,0.03611869],"genre_scores_gemma":[0.235921,0.05568769,0.1266278,0.4814836,0.08911683,0.002092129,0.0002728133,0.0008125359,0.007985641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8463433,"threshold_uncertainty_score":0.8126242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255021832166272,"score_gpt":0.4398033185597359,"score_spread":0.3143011353431088,"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."}}