{"id":"W2922816903","doi":"","title":"Short Story Contest","year":2016,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"CONTEST; Philosophy; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007026175,0.0001016041,0.0002698768,0.000009819859,0.0005633525,0.00002990212,0.0002030719,0.00003255452,0.0003661751],"category_scores_gemma":[0.001388102,0.00005600407,0.0001000401,0.0001169298,0.000290752,0.0001235754,0.00003814109,0.0000553866,0.0003969545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578962,"about_ca_system_score_gemma":0.00007069855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008223741,"about_ca_topic_score_gemma":0.0001840425,"domain_scores_codex":[0.9989568,0.0002060762,0.0001798029,0.0001811138,0.0002271242,0.0002490671],"domain_scores_gemma":[0.9993308,0.0002083433,0.00004561999,0.000173442,0.0001432034,0.00009863116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003196849,0.00005132644,0.008203622,0.0008087469,0.00006970949,0.00003230936,0.009335896,7.972742e-9,0.00002262155,0.04511219,0.2715624,0.664798],"study_design_scores_gemma":[0.00004637448,0.000009936122,0.001560267,0.001605114,0.00003381794,8.854419e-7,0.0001147836,2.80876e-8,0.000001288017,0.0001084756,0.9964048,0.0001142615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003308275,0.6362335,0.00003007187,0.0219866,0.001375982,0.0008339277,0.00004118752,0.0003189566,0.3358715],"genre_scores_gemma":[0.2466861,0.7137271,0.0001828881,0.004693606,0.001405778,0.000067091,0.000006072195,0.00001868655,0.03321267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7248424,"threshold_uncertainty_score":0.510218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622138443136731,"score_gpt":0.341180989909648,"score_spread":0.2949596054782807,"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."}}