{"id":"W2587361890","doi":"","title":"Guides to Reducing Social Loafing in Group Projects: Faculty Development","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social loafing; Accreditation; Psychology; Work (physics); Group work; Teamwork; Construct (python library); Medical education; Public relations; Pedagogy; Political science; Engineering; Social psychology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02047784,0.000773267,0.0004304752,0.004010293,0.006818318,0.004167736,0.00432452,0.002230989,0.01139705],"category_scores_gemma":[0.03383052,0.0007028968,0.000898767,0.002070741,0.002591333,0.003707778,0.007924679,0.004312542,0.004789818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003648319,"about_ca_system_score_gemma":0.0293462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307763,"about_ca_topic_score_gemma":0.009944401,"domain_scores_codex":[0.9870065,0.007076196,0.0006210961,0.0007616901,0.003088884,0.001445472],"domain_scores_gemma":[0.9356178,0.01116059,0.005513836,0.003514232,0.01660027,0.02759323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006639114,0.003217411,0.00842404,0.001222272,0.00003243413,0.0005240174,0.0181253,0.000502511,0.002115666,0.003961014,0.1406174,0.8211915],"study_design_scores_gemma":[0.0004735406,0.002762614,0.06726622,0.003761991,0.0001487851,0.001715854,0.05490242,0.001316786,0.006941971,0.01641104,0.8440524,0.0002464005],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2452652,0.01442101,0.1773462,0.2765238,0.006958512,0.02400623,0.0007418007,0.0113927,0.2433445],"genre_scores_gemma":[0.4298096,0.01135193,0.4575739,0.02410558,0.001089562,0.009717098,0.0004516591,0.0006560242,0.06524462],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02047784,"threshold_uncertainty_score":0.1082985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948438010771436,"score_gpt":0.3261076163318728,"score_spread":0.2966232362241584,"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."}}