{"id":"W4286621381","doi":"10.5465/ambpp.2022.11787symposium","title":"Configurational Research in Teams","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Operationalization; Session (web analytics); Perception; Team composition; Knowledge management; Field (mathematics); Computer science; Arrow; Management science; Data science; Psychology; Engineering; Epistemology; World Wide Web","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":[0.02194327,0.0008781244,0.001142442,0.005967842,0.007190526,0.01321064,0.002379346,0.003471297,0.01007324],"category_scores_gemma":[0.02845338,0.0007084457,0.00114889,0.007776591,0.03680871,0.02006942,0.00919458,0.005057471,0.001177353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007464627,"about_ca_system_score_gemma":0.005232707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372194,"about_ca_topic_score_gemma":0.001622287,"domain_scores_codex":[0.9708917,0.02283436,0.000789813,0.002485002,0.002007338,0.0009917581],"domain_scores_gemma":[0.9660456,0.02429584,0.001693634,0.00484735,0.001776495,0.001341006],"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":[0.000009755194,0.00001779073,0.0003965767,0.000126113,0.00001161623,0.00004185664,0.006403577,0.0006435086,0.0000432494,0.9785531,0.002649928,0.01110298],"study_design_scores_gemma":[0.00001076867,0.00002996915,0.0004539836,0.0003953639,0.000007429686,0.00009619907,0.005586579,0.001192848,0.0001044147,0.934604,0.05750579,0.0000126703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03972511,0.04021931,0.2733157,0.04559268,0.003833992,0.0004669405,0.0002967219,0.0002707893,0.5962788],"genre_scores_gemma":[0.8581226,0.02260213,0.09240316,0.00537685,0.001808491,0.001115085,0.000207256,0.000228854,0.01813563],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02194327,"threshold_uncertainty_score":0.1160485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006790277114931,"score_gpt":0.3225501551192254,"score_spread":0.2524822523480761,"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."}}