{"id":"W2984360423","doi":"10.1080/23750472.2019.1684838","title":"From clipboards to annual reports: innovations in sport for development fact management","year":2019,"lang":"en","type":"article","venue":"Managing Sport and Leisure","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Montréal; Carleton University","funders":"","keywords":"Craft; Agency (philosophy); Face (sociological concept); Field (mathematics); Business; Process (computing); Knowledge management; Public relations; Marketing; Sociology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01357952,0.0004152295,0.0002158136,0.004653705,0.002983094,0.00892199,0.001570533,0.0008706482,0.01522353],"category_scores_gemma":[0.0564545,0.0003727263,0.0002634811,0.007595375,0.004397803,0.007434563,0.00326289,0.001224865,0.001619866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776285,"about_ca_system_score_gemma":0.005004651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076572,"about_ca_topic_score_gemma":0.01940297,"domain_scores_codex":[0.9892313,0.006234803,0.0005963739,0.0007985847,0.002762684,0.0003763637],"domain_scores_gemma":[0.9347345,0.03918495,0.01104435,0.006599877,0.005865288,0.002571081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001597373,0.0002053271,0.05566905,0.0009330834,0.00004606333,0.0006389345,0.08119102,0.001149118,0.001728671,0.1049091,0.0617624,0.6916075],"study_design_scores_gemma":[0.00002651297,0.0002064975,0.06461834,0.001286669,0.00005317394,0.0004259645,0.06071057,0.002120284,0.002503088,0.0248789,0.843058,0.0001119934],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3587621,0.006899588,0.07556037,0.06081343,0.002377779,0.001127135,0.003661575,0.001783756,0.4890141],"genre_scores_gemma":[0.893511,0.004627439,0.05180098,0.001483547,0.001074398,0.0003373792,0.001227751,0.0002741085,0.0456634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01522353,"threshold_uncertainty_score":0.07181621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850617036674345,"score_gpt":0.3081384002743536,"score_spread":0.2896322299076102,"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."}}