{"id":"W7133375487","doi":"","title":"Mono Mania","year":2021,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002045277,0.0002759289,0.0002934655,0.00007773506,0.0001801542,0.00015977,0.0002381426,0.0002061738,0.0177395],"category_scores_gemma":[0.0002211056,0.0003561612,0.0002022541,0.0008633934,0.0002012807,0.0002403345,0.0002484443,0.0004021446,0.25157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131756,"about_ca_system_score_gemma":0.0004352926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003884668,"about_ca_topic_score_gemma":0.001056441,"domain_scores_codex":[0.9978163,0.000263049,0.0002852573,0.0005318631,0.0003201157,0.0007833991],"domain_scores_gemma":[0.9983925,0.0001011563,0.00008660538,0.0008991971,0.0001848079,0.0003357468],"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":[0.00001772219,0.0007695556,0.006194126,0.00009748654,0.0002170662,0.005035855,0.0007820264,0.0000865485,0.06949332,0.0657058,0.840106,0.01149452],"study_design_scores_gemma":[0.0004665615,0.00003522283,0.01703028,0.0001554462,0.0002031543,0.0004666568,0.000347847,0.0006024463,0.01716471,0.001887807,0.9612341,0.0004057649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2726697,0.06511089,0.0002715713,0.05711025,0.007177124,0.0003588566,0.00163876,0.0005214001,0.5951415],"genre_scores_gemma":[0.3777535,0.001632156,0.00525505,0.0006684355,0.001121712,0.00002757919,0.0001346283,0.0003546712,0.6130523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2338305,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324741701939315,"score_gpt":0.2654263566265962,"score_spread":0.2421789396072031,"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."}}