{"id":"W4229798047","doi":"10.4000/memini.1070","title":"Avant-propos","year":2018,"lang":"id","type":"article","venue":"Memini","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004548232,0.0001834522,0.0002822653,0.00003444586,0.001472951,0.000104433,0.0003773037,0.0001999063,0.01227786],"category_scores_gemma":[0.0003813929,0.0001732686,0.0001322979,0.0002702406,0.002094584,0.0001097579,0.0001338762,0.0001643547,0.02028552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157596,"about_ca_system_score_gemma":0.0001671751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251624,"about_ca_topic_score_gemma":0.005585593,"domain_scores_codex":[0.9981945,0.0001361629,0.0002398049,0.0003298383,0.0004946226,0.0006050505],"domain_scores_gemma":[0.9991934,0.0001088993,0.000110389,0.000205573,0.0002012767,0.0001804593],"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":[0.00001177789,0.0000960968,0.0006925181,0.00001632722,0.00008234657,0.00001021967,0.1490218,9.844046e-9,0.0001076811,0.01789598,0.8206716,0.01139361],"study_design_scores_gemma":[0.0001842254,0.0001830792,0.001494388,0.00003500153,0.00003876394,3.207863e-7,0.008844205,0.000005559938,0.0004131493,0.002132565,0.9864259,0.000242872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01277035,0.003080607,0.00001961404,0.002831368,0.0148354,0.0002367735,0.00001148467,0.0001053657,0.966109],"genre_scores_gemma":[0.48812,0.001364428,0.0001266216,0.0006849972,0.006705189,0.00001055656,0.00000184517,0.0000190671,0.5029673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4753497,"threshold_uncertainty_score":0.999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669947030013769,"score_gpt":0.2859695799509056,"score_spread":0.2392701096507679,"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."}}