{"id":"W2937173235","doi":"10.1123/cssm.2018-0008","title":"To Grow or Not to Grow: Strategy Development at PGC Basketball","year":2019,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Basketball; Guard (computer science); Public relations; Quality (philosophy); Management; Advertising; Political science; Psychology; Marketing; Business; History; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001247568,0.0002627785,0.0004167841,0.0002641224,0.0003828627,0.00004286491,0.0003049114,0.00005829418,0.0006652224],"category_scores_gemma":[0.00005018635,0.0002270102,0.00006172485,0.0007035947,0.0000820484,0.0001583246,0.0006517536,0.00008708853,0.001073516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307159,"about_ca_system_score_gemma":0.0001439639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004679655,"about_ca_topic_score_gemma":0.01321174,"domain_scores_codex":[0.997514,0.00002416061,0.000458833,0.0005531083,0.0006518352,0.0007980424],"domain_scores_gemma":[0.9990962,0.00003673972,0.00009262895,0.0003578798,0.00008834597,0.0003282678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002335429,0.001130617,0.1244867,0.001216524,0.001560159,0.1002547,0.328629,0.001436127,0.00004644952,0.09269038,0.2055744,0.1406395],"study_design_scores_gemma":[0.0005333259,0.0001209214,0.0277656,0.0001397363,0.00003367631,0.00002630164,0.03791791,9.144151e-7,0.00007090908,0.00003375883,0.9329373,0.0004196774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199994,0.00009848476,0.0000115394,0.0007325316,0.001221427,0.001685897,0.000002959777,0.00007541878,0.07617231],"genre_scores_gemma":[0.8833316,0.0001834646,0.001009782,0.00166041,0.0001253723,0.0001468949,0.000005874838,0.0000201019,0.1135165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7273629,"threshold_uncertainty_score":0.9997042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09799265881626858,"score_gpt":0.3960625668108137,"score_spread":0.2980699079945451,"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."}}