{"id":"W4285885515","doi":"","title":"P A N D O R A","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Latin American Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Humanities; Psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008176642,0.000559433,0.0008229833,0.000132137,0.001404472,0.0007495543,0.001827669,0.0004526674,0.002363307],"category_scores_gemma":[0.005220263,0.0006487712,0.0005319699,0.001394346,0.002597331,0.0002667682,0.002686848,0.00100512,0.0003540307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218227,"about_ca_system_score_gemma":0.00119789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02705342,"about_ca_topic_score_gemma":0.02256176,"domain_scores_codex":[0.9770309,0.01898507,0.0008065576,0.00132936,0.001009995,0.0008381461],"domain_scores_gemma":[0.9882023,0.003950311,0.0009059199,0.002358176,0.004170733,0.000412597],"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":[0.000007740019,0.001018118,0.008042898,0.0001774595,0.0003934119,0.00003168914,0.2063065,0.00003338051,0.0005695749,0.6487307,0.007226597,0.1274619],"study_design_scores_gemma":[0.001157306,8.389064e-7,0.02463583,0.007241931,0.0004087688,0.00002569927,0.0229827,0.003838439,0.007461531,0.01066746,0.9193324,0.002247106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1194083,0.01090442,0.03439461,0.08855246,0.001211686,0.0006628432,0.00006496693,0.0003800684,0.7444206],"genre_scores_gemma":[0.7241009,0.005518964,0.07816904,0.0004461343,0.0001404153,0.0001368986,0.0001849106,0.00008178334,0.1912209],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9121058,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011832461345951,"score_gpt":0.256475645287862,"score_spread":0.2363573206744025,"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."}}