{"id":"W2800950499","doi":"10.7202/1044168ar","title":"E MATCATC. Le grand Départ","year":2018,"lang":"fr","type":"article","venue":"Frontières","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001037514,0.001881793,0.00109302,0.002655061,0.003368211,0.004872013,0.001079885,0.003900771,0.7045095],"category_scores_gemma":[0.003111274,0.0004334875,0.0008313912,0.001442936,0.0008623115,0.002216587,0.001729627,0.003426268,0.3378418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005759944,"about_ca_system_score_gemma":0.003116698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0436993,"about_ca_topic_score_gemma":0.02803578,"domain_scores_codex":[0.9989313,0.0002423356,0.00004087199,0.0002928871,0.0002890663,0.0002036123],"domain_scores_gemma":[0.9980305,0.0005170462,0.0001273707,0.0001607295,0.000481364,0.0006829366],"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":[0.0007439082,0.0002862513,0.006366319,0.0005639658,0.00007260802,0.001747968,0.0006652331,0.0004345916,0.0014269,0.06719555,0.6241357,0.296361],"study_design_scores_gemma":[0.00005598569,0.0000318887,0.004322249,0.0001705928,0.000007351446,0.0006929124,0.000343616,0.0002861915,0.0005446775,0.001887083,0.9916318,0.00002559684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0153923,0.01878425,0.004140884,0.03869187,0.01297304,0.0001858493,0.01221895,0.005287027,0.8923259],"genre_scores_gemma":[0.0502953,0.004401963,0.00221601,0.002486779,0.002477606,0.0001013025,0.002127019,0.001056741,0.9348375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7045095,"threshold_uncertainty_score":0.4214813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519387922799776,"score_gpt":0.2644549067966014,"score_spread":0.2292610275686036,"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."}}