{"id":"W4237404303","doi":"10.7202/1076101ar","title":"Reviews","year":2021,"lang":"en","type":"article","venue":"Dalhousie French Studies","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Sainte-Anne; University of Prince Edward Island; Dalhousie University","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001139364,0.0001935089,0.0004209198,0.00002563031,0.0005562958,0.0001294704,0.00009352357,0.00002420222,0.0009632941],"category_scores_gemma":[0.00013831,0.0001252873,0.0001413485,0.00006650007,0.000224067,0.0001420809,0.0001319922,0.0001176722,0.0003081755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001377302,"about_ca_system_score_gemma":0.00001651959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002420531,"about_ca_topic_score_gemma":0.002027605,"domain_scores_codex":[0.9990473,0.00005511017,0.0002636465,0.0002589807,0.0001389866,0.0002359842],"domain_scores_gemma":[0.999274,0.00004906935,0.00006679703,0.0002366108,0.0003400982,0.00003339743],"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":[7.274502e-7,0.00004041761,0.00007735087,0.00009647087,0.0002262674,0.00003944053,0.2019116,7.737324e-8,0.00003510927,0.0427402,0.7502705,0.004561868],"study_design_scores_gemma":[0.0001146056,0.00002367397,0.000068751,0.0000864702,0.00006483855,0.000004574451,0.008737458,1.713729e-7,0.0001161953,0.00279898,0.9878092,0.0001750857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002145113,0.4192893,0.000004493756,0.003510721,0.002729533,0.000165965,0.00006121294,0.000156486,0.5719371],"genre_scores_gemma":[0.0770614,0.04376246,0.000696794,0.0111057,0.008750578,0.0002856464,0.0001601042,0.00004966207,0.8581277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3755269,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06931389712210882,"score_gpt":0.286167453995772,"score_spread":0.2168535568736632,"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."}}