{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005943272,0.001623019,0.0009535704,0.002903652,0.001651024,0.003262902,0.0006827189,0.00125259,0.6164167],"category_scores_gemma":[0.001677433,0.0004862554,0.0006937638,0.001461214,0.000808273,0.001254125,0.002248354,0.001832558,0.4712443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044456,"about_ca_system_score_gemma":0.00113878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002919759,"about_ca_topic_score_gemma":0.005409922,"domain_scores_codex":[0.9994828,0.0001055923,0.0000235365,0.0001321166,0.0001562396,0.000099659],"domain_scores_gemma":[0.99945,0.0001163363,0.00004062082,0.0001241844,0.0001207035,0.0001481076],"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":[0.0001927335,0.00008705392,0.001192471,0.000365366,0.00003813986,0.0003996869,0.0001494173,0.0001181541,0.001144645,0.02496823,0.6149521,0.3563918],"study_design_scores_gemma":[0.00001776759,0.00002383578,0.00104193,0.0001263586,0.000008976927,0.0004571884,0.00005038946,0.00004699291,0.00016292,0.00166363,0.9963946,0.000005491826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001548655,0.01441802,0.0009318343,0.003784728,0.005864761,0.00005593726,0.001352884,0.0008233618,0.9712198],"genre_scores_gemma":[0.009743531,0.007418679,0.0009468332,0.0008627919,0.002250913,0.00007972108,0.0006941556,0.0002660943,0.9777372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3835833,"threshold_uncertainty_score":0,"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."}}