{"id":"W2993818279","doi":"","title":"INTRODUCTION DU CONCEPT DE PATRONS GÉOMÉTRIQUES ET APPLICATION AUX BâTIMENTS AFIN DE FACILITER LEUR GÉNÉRALISATION CARTOGRAPHIQUE À LA VOLÉE","year":2019,"lang":"fr","type":"article","venue":"GEOMATICA","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002430318,0.0002592178,0.0003496768,0.0002266324,0.0004371473,0.00019174,0.000247768,0.0003300247,0.0004890935],"category_scores_gemma":[0.0001918266,0.0002854901,0.0001823676,0.0007580273,0.0005821152,0.0009469882,0.00007837119,0.0002584654,0.0008577972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000335805,"about_ca_system_score_gemma":0.0002188231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023997,"about_ca_topic_score_gemma":0.0007912568,"domain_scores_codex":[0.9968326,0.001020407,0.0006724754,0.0003449825,0.0005158667,0.0006136344],"domain_scores_gemma":[0.9984024,0.0002684189,0.0004093767,0.0003911246,0.0003825875,0.000146122],"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":[0.00001763755,0.0001789668,0.3483321,0.0003989008,0.0002690797,0.000001223538,0.2317968,0.000859638,0.0004691771,0.3809999,0.02984474,0.006831762],"study_design_scores_gemma":[0.0008442193,0.0001549979,0.09272707,0.000181839,0.0001515473,0.0000310573,0.03254808,0.004744933,0.0002159851,0.01760493,0.8501611,0.0006341995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763433,0.0008849737,0.02852712,0.06016916,0.001517077,0.002106759,0.0001207556,0.0003209546,0.03000988],"genre_scores_gemma":[0.9902228,0.0004631495,0.001451842,0.000643509,0.0006215653,0.0002796304,0.0001070812,0.0000198187,0.006190633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8203164,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009012469863492235,"score_gpt":0.2720007534622049,"score_spread":0.2629882835987126,"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."}}