{"id":"W7034054196","doi":"","title":"Sport consultant Wendy MacGregor on how to transform the toxic culture of hockey","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); On board; Sexual discrimination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001946552,0.0002636176,0.0004310204,0.00001917379,0.0002002258,0.0000223375,0.0004275925,0.0002149568,0.3420694],"category_scores_gemma":[0.00006502271,0.0001039761,0.0001819954,0.00002563357,0.0001289981,1.685708e-7,0.0001021106,0.0002491405,0.0007944446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003692409,"about_ca_system_score_gemma":0.00001040782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118398,"about_ca_topic_score_gemma":0.01184782,"domain_scores_codex":[0.9988351,0.00004053817,0.0003688253,0.0001918313,0.0003102457,0.0002534172],"domain_scores_gemma":[0.9992179,0.0001358064,0.0003782583,0.0001205185,0.0000769982,0.00007054776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319656,0.0000520646,0.00001517272,0.00005770923,0.00007390557,0.000005880862,0.0002677321,0.00001416345,0.000002352133,0.0000367129,0.9949236,0.004418753],"study_design_scores_gemma":[0.0001860334,0.0006530316,0.0001349588,0.00004756597,0.00004147717,0.00001743218,0.001906213,8.63706e-7,0.00001578072,0.000003958719,0.9967829,0.0002097821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001446579,0.0002286219,9.014482e-9,0.003223896,0.0002011432,0.0008257123,0.0005781435,0.00005859281,0.9934373],"genre_scores_gemma":[0.01702499,0.0002898167,0.00005513808,0.0006685587,0.0001265452,0.00007409092,0.0001474038,0.00000587333,0.9816076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.341275,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007288118472947385,"score_gpt":0.1676632881896871,"score_spread":0.1603751697167398,"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."}}