{"id":"W4413723206","doi":"10.64628/aam.prpyr9f9q","title":"A recipe for a successful nation","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Recipe; Computer science; Business; History; Ancient history","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":[0.003340799,0.0007211259,0.0005049565,0.001228531,0.005537388,0.006083617,0.000989765,0.006463881,0.02904932],"category_scores_gemma":[0.009824149,0.0005005823,0.0005932333,0.0007423915,0.008727808,0.01165602,0.00695177,0.006380262,0.00824112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105141,"about_ca_system_score_gemma":0.006852567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538437,"about_ca_topic_score_gemma":0.005091104,"domain_scores_codex":[0.9982785,0.0007758627,0.00009684673,0.0002467348,0.0003576728,0.0002443596],"domain_scores_gemma":[0.9961163,0.0007401775,0.0002021808,0.0008109012,0.0009596132,0.001170783],"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":[0.00001725085,0.00006953333,0.0004240428,0.0001517294,0.00001901387,0.0001647475,0.001344383,0.000599468,0.0004004826,0.9137171,0.06480759,0.01828472],"study_design_scores_gemma":[0.00002170916,0.00003811526,0.0007320866,0.0001955403,0.00001211535,0.000145382,0.003264306,0.0006230794,0.0004261968,0.7789527,0.2155529,0.00003591688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02525697,0.003553559,0.09721338,0.3496857,0.008456758,0.0005286782,0.0005690698,0.001237686,0.5134981],"genre_scores_gemma":[0.5533583,0.004124345,0.2274952,0.02926322,0.001330176,0.001447401,0.0005040899,0.001273484,0.1812038],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02904932,"threshold_uncertainty_score":0.09717959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146250402447766,"score_gpt":0.4208517915177095,"score_spread":0.2746013890699435,"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."}}