{"id":"W2316490964","doi":"10.2307/4127363","title":"A Social History of Science and Technology in Contemporary Japan: Volume 1, The Occupation Period, 1945-1952.","year":2002,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"History of technology; Political science; History; Social science; Sociology; Ancient history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003543987,0.0002442158,0.0002126236,0.002637721,0.003725806,0.002515063,0.0002596804,0.0006805916,0.003269539],"category_scores_gemma":[0.0006416833,0.000219797,0.0001606475,0.006033785,0.005093916,0.002748444,0.001336795,0.0006429603,0.0001972367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008646144,"about_ca_system_score_gemma":0.006234295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09920122,"about_ca_topic_score_gemma":0.2431214,"domain_scores_codex":[0.9998102,0.00003925317,0.00001247127,0.00002490885,0.00003618269,0.00007696274],"domain_scores_gemma":[0.9997082,0.00008916391,0.00005632283,0.00001410578,0.00006128087,0.00007081249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002110107,0.0001276863,0.08068898,0.001647132,0.0001057121,0.001512367,0.3164724,0.0009794147,0.002235311,0.4109364,0.02622805,0.1588556],"study_design_scores_gemma":[0.00001458737,0.00008979825,0.4024203,0.0006556762,0.00009255374,0.00038497,0.05420103,0.000316474,0.0005036272,0.02495017,0.5163305,0.00004029123],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5986648,0.1599543,0.001121126,0.01041153,0.0005216294,0.00005464629,0.0004709922,0.00002977279,0.2287712],"genre_scores_gemma":[0.9500504,0.02646636,0.0003494708,0.00037955,0.0001998957,0.00003118169,0.0001221181,0.000009781569,0.02239121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962742,"threshold_uncertainty_score":0.1972476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887428123429566,"score_gpt":0.2605540721890235,"score_spread":0.2216797909547279,"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."}}