{"id":"W4387272792","doi":"10.3917/spir.070.0147","title":"Critical Perspectives on PISA as a Means of Global Governance Risks, Limitations, and Humanistic Alternatives","year":2022,"lang":"en","type":"article","venue":"Spirale - Revue de recherches en éducation","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanism; Corporate governance; Engineering ethics; Sociology; Political science; Psychology; Epistemology; Economics; Engineering; Philosophy; Management; 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":[],"consensus_categories":[],"category_scores_codex":[0.01724162,0.0008962909,0.0005687621,0.00264583,0.01140607,0.02055008,0.001963536,0.005866061,0.008228888],"category_scores_gemma":[0.01201467,0.0003664942,0.0005565566,0.003131166,0.08662196,0.01705858,0.01520763,0.007534544,0.0005756329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02154365,"about_ca_system_score_gemma":0.01353922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247512,"about_ca_topic_score_gemma":0.00790378,"domain_scores_codex":[0.981229,0.0130379,0.0003924483,0.001173261,0.002389321,0.001777984],"domain_scores_gemma":[0.9902282,0.005461538,0.001147115,0.0009894487,0.001163185,0.001010538],"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":[0.000004803958,0.000003798232,0.0001222436,0.00002701449,0.000002391087,0.0001147499,0.009095374,0.0001168853,0.00002801019,0.9864677,0.001758787,0.00225819],"study_design_scores_gemma":[0.000007378165,0.00002103797,0.0006915444,0.000404695,0.000005963589,0.0002215097,0.04234293,0.0003518867,0.0001309816,0.7786527,0.177147,0.00002239888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03720713,0.01210548,0.01979404,0.364538,0.001201582,0.0001409596,0.0001091004,0.0000716268,0.5648322],"genre_scores_gemma":[0.9641322,0.004288694,0.003379278,0.007321836,0.0005666249,0.000256504,0.00003277099,0.0000428941,0.01997925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02154365,"threshold_uncertainty_score":0.1563109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739136152687845,"score_gpt":0.4475189652100379,"score_spread":0.2736053499412534,"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."}}