{"id":"W4366153407","doi":"10.7202/1098323ar","title":"Liminaire","year":2022,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044237,0.001518329,0.001180962,0.001775232,0.004129507,0.005894365,0.001107145,0.00333968,0.6475424],"category_scores_gemma":[0.002533465,0.0002735826,0.00078803,0.001220133,0.0009226552,0.002216836,0.00293036,0.002166245,0.2284392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865109,"about_ca_system_score_gemma":0.002250535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008803205,"about_ca_topic_score_gemma":0.01349115,"domain_scores_codex":[0.9991787,0.000132556,0.00002507663,0.0002299675,0.0002758089,0.0001577769],"domain_scores_gemma":[0.9992856,0.0001398848,0.00005294193,0.0000719396,0.0002530613,0.0001966142],"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":[0.0003044354,0.00009188396,0.0008240946,0.0005488832,0.00001862692,0.0008239399,0.0007237897,0.0002055481,0.002066316,0.06985134,0.7269009,0.1976402],"study_design_scores_gemma":[0.000007275204,0.00001075072,0.0004984689,0.00007916135,0.000002008646,0.00007718788,0.0001488816,0.00003434783,0.0001300203,0.0007336871,0.9982743,0.000003816989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00265691,0.007126344,0.0008648431,0.01245174,0.008991925,0.00008734822,0.001110109,0.0006382831,0.9660726],"genre_scores_gemma":[0.005487763,0.001053141,0.0002662065,0.000937761,0.0007968966,0.00003820983,0.0002325908,0.0001448955,0.9910425],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6475424,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382533005879432,"score_gpt":0.2663727752815797,"score_spread":0.2025474452227854,"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."}}