{"id":"W4205832452","doi":"10.1007/978-1-4614-5281-2_7","title":"Introduction","year":2014,"lang":"fr","type":"book-chapter","venue":"","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006151815,0.0004697697,0.0009455103,0.0003316406,0.0001670897,0.0001336341,0.0003291229,0.0006029927,0.1021271],"category_scores_gemma":[0.00006727996,0.0005926068,0.000356765,0.00003573818,0.0001678301,0.0001139481,0.0001643508,0.0004942942,0.05825733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496395,"about_ca_system_score_gemma":0.00001814636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065895,"about_ca_topic_score_gemma":0.0000464276,"domain_scores_codex":[0.9971723,0.000006136087,0.001285852,0.001011084,0.00004063613,0.000484013],"domain_scores_gemma":[0.9983757,0.00005614631,0.0007923567,0.0005762018,0.00003799332,0.0001616131],"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":[0.000009826056,0.000009500655,0.0008206152,0.00005229758,0.0001492651,0.000001841256,0.00003173283,0.00005041474,6.326833e-7,0.8891036,0.04589391,0.0638764],"study_design_scores_gemma":[0.0002621386,0.00006654359,0.000993566,0.00003782528,0.00001523814,0.00001669562,0.000007624509,0.001054289,0.000009476062,0.04201304,0.954808,0.0007155589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001227872,0.00415344,0.003825502,0.01835888,0.008300998,0.0002598484,0.00007492061,0.00005307559,0.9637455],"genre_scores_gemma":[0.01371919,0.003084748,0.003480309,0.001019176,0.004764547,0.000008510349,0.0001222638,0.00008834022,0.9737129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9089141,"threshold_uncertainty_score":0.9996525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171038998082305,"score_gpt":0.1786795584162913,"score_spread":0.1569691684354682,"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."}}