{"id":"W4229616153","doi":"10.7202/013543ar","title":"Liminaire","year":2006,"lang":"fr","type":"article","venue":"Tangence","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001884711,0.0001204855,0.0001502478,0.0000175574,0.000631977,0.00004323079,0.0002040705,0.0001263289,0.001084452],"category_scores_gemma":[0.00005112549,0.0001325812,0.00008820065,0.0004528797,0.001189418,0.0001546584,0.00004422071,0.0001078641,0.001187354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845698,"about_ca_system_score_gemma":0.00007469073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0550207,"about_ca_topic_score_gemma":0.01818895,"domain_scores_codex":[0.9988061,0.00009152155,0.0001521416,0.0001978731,0.0003076028,0.0004447947],"domain_scores_gemma":[0.999616,0.00007315879,0.00006237261,0.0001065272,0.00006871588,0.00007322794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001151779,0.00006563706,0.001288011,0.00001402311,0.000009163872,0.00001980968,0.004785335,0.000004298225,0.00001036903,0.7359011,0.2128097,0.04509137],"study_design_scores_gemma":[0.00005551783,0.00002795875,0.01008074,0.00003562589,0.00002422409,6.353462e-7,0.001188365,0.00002061623,0.00002793465,0.02713946,0.9612287,0.0001702371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01490443,0.2157654,0.00011668,0.01038816,0.003967422,0.0001074111,0.00001109562,0.00007053177,0.7546689],"genre_scores_gemma":[0.635655,0.003375954,0.0003170907,0.0002542297,0.002838931,0.000009720423,0.000001486346,0.000008979831,0.3575386],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.748419,"threshold_uncertainty_score":0.9998287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530500211135892,"score_gpt":0.2493085134973669,"score_spread":0.214003511386008,"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."}}