{"id":"W2619507194","doi":"10.7202/1073089ar","title":"Concepts of Cooperation in the Classroom","year":2020,"lang":"en","type":"article","venue":"Paideusis","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mathematics education; Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.004697141,0.0005915742,0.0003120896,0.001822938,0.002753351,0.006976746,0.001230754,0.001753393,0.004528421],"category_scores_gemma":[0.004953847,0.0002010394,0.0003455522,0.001036884,0.02604822,0.007931471,0.003973457,0.003441842,0.0004453993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356282,"about_ca_system_score_gemma":0.00417522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401418,"about_ca_topic_score_gemma":0.0008166646,"domain_scores_codex":[0.9957355,0.003009409,0.00009418141,0.0003415328,0.0004967853,0.0003226709],"domain_scores_gemma":[0.994846,0.003375538,0.000355654,0.0003981038,0.0004809996,0.0005437445],"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":[0.000002341964,0.000005978612,0.00006328355,0.000008141433,7.489379e-7,0.00001415585,0.00395764,0.00009903315,0.00003589772,0.9943557,0.0001468897,0.001310329],"study_design_scores_gemma":[0.00001225854,0.00001770369,0.0002385576,0.00003453873,0.00000280764,0.00006795268,0.00501321,0.0008740217,0.0001113907,0.9807077,0.01291581,0.000004150524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09360669,0.002242222,0.08780023,0.009632917,0.000256032,0.00009842057,0.00002383318,0.00008097445,0.8062587],"genre_scores_gemma":[0.9813421,0.0004605271,0.007125497,0.0002012953,0.00006193397,0.0001098681,0.00001124032,0.00001861683,0.01066891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006976746,"threshold_uncertainty_score":0.02484119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234606828952206,"score_gpt":0.3726841832840387,"score_spread":0.3103381149945167,"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."}}