{"id":"W4389117734","doi":"10.55016/ojs/ajer.v66i4.56459","title":"Team Dynamics and Learning Opportunities in Social Science Research Teams","year":2020,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Situated; Humanities; Group dynamic; Pedagogy; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0326223,0.00009650404,0.0003157959,0.002376438,0.001452847,0.001055917,0.001561562,0.00006182166,0.002584213],"category_scores_gemma":[0.1738903,0.00007366616,0.00007218081,0.004176995,0.001221378,0.0008404747,0.0006682559,0.001669747,0.0001670042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593071,"about_ca_system_score_gemma":0.003610011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004499476,"about_ca_topic_score_gemma":0.0004177606,"domain_scores_codex":[0.9897039,0.001707187,0.001055016,0.0004184089,0.006534355,0.0005811166],"domain_scores_gemma":[0.9273713,0.06701897,0.0002899884,0.000194456,0.004637368,0.0004879783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002724612,0.0002102108,0.1878331,0.00002303188,0.00001602781,0.00001132622,0.01841528,0.0001438233,0.000916829,0.6546051,0.09840667,0.03914616],"study_design_scores_gemma":[0.001520974,0.001359261,0.2903782,0.0003323432,0.000007399301,0.0004264278,0.2472489,0.04220037,0.00006221707,0.1645511,0.2514092,0.0005035372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7640578,0.0005647669,0.00003378841,0.03656919,0.0001849819,0.0001318649,0.000001542371,5.568095e-7,0.1984555],"genre_scores_gemma":[0.9748521,0.00002938559,0.0001667182,0.0001035534,0.0006362909,0.000004405381,4.71434e-7,0.000009808376,0.02419725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490054,"threshold_uncertainty_score":0.9999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5519968289925391,"score_gpt":0.5621360982842192,"score_spread":0.01013926929168008,"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."}}