{"id":"W2497950906","doi":"10.1057/9780230608740_12","title":"A Stumble and Strides Forward","year":2007,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Cambodian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Quarter (Canadian coin); Human rights; Political science; Investment (military); Portfolio; Engineering; Management; Economic history; Law; Finance; Economics; Geography; Politics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007873033,0.0003639901,0.0004832258,0.0001461973,0.0007888087,0.00009296789,0.0002729278,0.000653264,0.000491775],"category_scores_gemma":[0.00004873573,0.0003950034,0.0002993701,0.00001849321,0.0009830029,0.000003703226,0.00009724274,0.0004516667,0.0000908178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904341,"about_ca_system_score_gemma":0.0002634347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008368234,"about_ca_topic_score_gemma":0.004882874,"domain_scores_codex":[0.998019,0.00004871981,0.0003419286,0.0004991235,0.0005633217,0.0005279475],"domain_scores_gemma":[0.9987657,0.0001859113,0.0002090633,0.0003333871,0.0001186577,0.0003872824],"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":[0.00001703724,6.774755e-7,0.0001992171,0.00004078892,0.00008325464,0.00006072103,0.008622669,6.68262e-8,0.000007571779,0.9711057,0.0007929275,0.01906937],"study_design_scores_gemma":[0.0002331174,0.00004703308,0.0001258205,0.00007357385,0.000081087,0.000005222246,0.0006135927,8.285145e-7,0.000009713292,0.3034617,0.6948609,0.0004874169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007487788,0.001841111,0.0000279906,0.00004158507,0.0003998781,0.0004816605,0.00008185659,0.0001455929,0.9962316],"genre_scores_gemma":[0.5298167,0.0009722928,0.0002554832,0.0006813876,0.001104906,0.00001364283,0.00002470264,0.00008778937,0.4670431],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.694068,"threshold_uncertainty_score":0.9998502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556483247057101,"score_gpt":0.2796024245108119,"score_spread":0.2440375920402409,"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."}}