{"id":"W4289547165","doi":"","title":"Statistical cartography: what it is ?","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Cartography; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02904192,0.001836354,0.004855968,0.009002978,0.002217578,0.02041332,0.003509262,0.007873823,0.009760062],"category_scores_gemma":[0.1302025,0.001423028,0.001259344,0.020198,0.0273833,0.04580945,0.004838583,0.008369824,0.00272164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004931137,"about_ca_system_score_gemma":0.007468355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745115,"about_ca_topic_score_gemma":0.01505952,"domain_scores_codex":[0.9867288,0.007960883,0.0009473991,0.001654356,0.002296144,0.0004123078],"domain_scores_gemma":[0.8536344,0.1076421,0.007661122,0.01090311,0.01566524,0.004494143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001544138,0.0001413569,0.02784314,0.003500722,0.0007800314,0.0002040665,0.004002519,0.003005879,0.0001843276,0.4320462,0.1090088,0.4191285],"study_design_scores_gemma":[0.00003400855,0.00005086059,0.007087457,0.002968143,0.0002140786,0.0003525684,0.003551263,0.00358364,0.0001673545,0.8570323,0.1248389,0.0001193344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009532648,0.4417618,0.06644128,0.4533018,0.01025706,0.00004254685,0.001240285,0.000501917,0.01692073],"genre_scores_gemma":[0.4031246,0.4338117,0.04455408,0.05219344,0.05568377,0.0002994727,0.001418358,0.0009622132,0.007952347],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02904192,"threshold_uncertainty_score":0.1535901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212317301747169,"score_gpt":0.2782565461926955,"score_spread":0.2561333731752238,"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."}}