{"id":"W7028289803","doi":"","title":"Episode 347 with Steinberg, Stinson, Ates & Hodge","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sexual assault; Football; Destinations; Athletes","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007108515,0.0002758561,0.0003801935,0.0001275811,0.000318467,0.00007963071,0.0005690508,0.0003610429,0.6765653],"category_scores_gemma":[0.0004573397,0.0002546342,0.0001057182,0.00002919689,0.0004517655,3.167309e-7,0.0001203496,0.0003721805,0.003696541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128763,"about_ca_system_score_gemma":0.0001150576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03787487,"about_ca_topic_score_gemma":0.0362901,"domain_scores_codex":[0.9980381,0.0002666352,0.0004387104,0.0002330494,0.0006566384,0.0003668717],"domain_scores_gemma":[0.9983177,0.0002817704,0.0006832152,0.0004574413,0.0001553874,0.0001045317],"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":[0.00002211742,0.00004135925,0.00006280219,0.0001281404,0.00004653191,0.000003637178,0.001047957,0.00002795363,6.293111e-8,0.0009242609,0.9942501,0.003445145],"study_design_scores_gemma":[0.0002059398,0.00008745863,0.00001424957,0.00008220202,0.00003927372,0.000008283834,0.00311566,3.711341e-7,0.000001822186,0.000071797,0.9960555,0.0003174848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009920915,0.0006506509,0.000001519898,0.001313357,0.0003048685,0.0004822753,0.00009967579,0.0005496896,0.9964988],"genre_scores_gemma":[0.0001310443,0.0009223849,0.01651052,0.0002173123,0.0001676338,0.00005857728,0.0001221655,0.00009764027,0.9817727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6728687,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319820204587265,"score_gpt":0.2458775489442601,"score_spread":0.2326793468983874,"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."}}