{"id":"W2782607127","doi":"10.1016/j.psychsport.2017.12.010","title":"Open science in sport and exercise psychology: Review of current approaches and considerations for qualitative inquiry","year":2018,"lang":"en","type":"article","venue":"Psychology of sport and exercise","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Open science; Qualitative research; Psychology; Documentation; Sports science; Citizen science; Qualitative property; Anonymity; Best practice; Sociology; Social science; Computer science; Medicine; Political science","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":["metaresearch","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2380464,0.001099535,0.003591512,0.01998725,0.00584856,0.0156362,0.0062958,0.006161682,0.004199118],"category_scores_gemma":[0.2481419,0.001721724,0.003309089,0.02629617,0.021409,0.01809276,0.01119682,0.007164009,0.001139572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02211352,"about_ca_system_score_gemma":0.04935785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432725,"about_ca_topic_score_gemma":0.02760523,"domain_scores_codex":[0.8223927,0.140827,0.01757509,0.003568444,0.01399775,0.001639081],"domain_scores_gemma":[0.4345262,0.517897,0.01025827,0.006712478,0.0283246,0.002281482],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001167523,0.0001122351,0.001372994,0.1702866,0.0002657714,0.0003749491,0.06170119,0.0006563697,0.0004423753,0.1169373,0.02239055,0.6253428],"study_design_scores_gemma":[0.00005358287,0.0001355082,0.001429583,0.3989654,0.0002436231,0.0007382982,0.04715184,0.0004778436,0.0004257619,0.07389168,0.476342,0.0001448507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000870518,0.9419986,0.01455428,0.03437916,0.002488978,0.0005247783,0.00009256993,0.00004397212,0.005047117],"genre_scores_gemma":[0.01642009,0.9493747,0.02243655,0.008295728,0.0009410002,0.001784769,0.00009631889,0.00006896697,0.0005817929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937042,"threshold_uncertainty_score":0.9396244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8161699070528617,"score_gpt":0.6188844564251701,"score_spread":0.1972854506276916,"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."}}