{"id":"W2609464638","doi":"","title":"Live Project love: building a framework for Live Projects","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Architectural engineering; Business; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001415054,0.0002632047,0.0003435833,0.0006449514,0.0005144876,0.0000796782,0.000749388,0.0003876511,0.0009645628],"category_scores_gemma":[0.0003776981,0.000278921,0.0001982866,0.0008001066,0.0003186422,0.000283044,0.0003463291,0.001127971,0.0006626804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001865973,"about_ca_system_score_gemma":0.0003479022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967489,"about_ca_topic_score_gemma":0.00007479519,"domain_scores_codex":[0.9967375,0.0004184185,0.0002250683,0.0007828298,0.0006034709,0.001232664],"domain_scores_gemma":[0.9975027,0.0009284841,0.0001465374,0.000685526,0.0004778114,0.0002589612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001383373,0.0007038803,0.03088141,0.000328204,0.0004028135,0.0004121281,0.01684182,0.00003229662,0.00007009052,0.8942149,0.04718864,0.007540483],"study_design_scores_gemma":[0.007266565,0.008110258,0.08261028,0.001112889,0.0002245993,0.0000912074,0.08658765,0.007004104,0.0002310511,0.0234627,0.7805412,0.00275746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948544,0.00003922087,0.02240569,0.002686915,0.0007345079,0.003331122,0.0002802539,0.0002539509,0.07541399],"genre_scores_gemma":[0.9649324,0.00006603971,0.007784485,0.00007807068,0.0004383646,0.0000172884,0.00005080068,0.00005557183,0.02657694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8707522,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960700409295866,"score_gpt":0.3561516531527064,"score_spread":0.3165446490597478,"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."}}