{"id":"W4245572312","doi":"10.1068/d218t","title":"Research Performances","year":2000,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Repertoire; Confessional; Framing (construction); Identification (biology); Sociology; Citizen journalism; Media studies; Epistemology; Political science; History; Literature; Law; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007869198,0.0000632081,0.00008360495,0.0000077548,0.001721554,0.00005862115,0.00005131483,0.00007825239,0.0005516606],"category_scores_gemma":[0.000015614,0.00005727494,0.0000289594,0.00005406897,0.001202155,0.00008507742,0.00003202469,0.0001881377,0.0000651802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003056512,"about_ca_system_score_gemma":0.00000932599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000182955,"about_ca_topic_score_gemma":0.000003931779,"domain_scores_codex":[0.9990656,0.0001014034,0.00005617009,0.000158386,0.0002815916,0.0003368144],"domain_scores_gemma":[0.9996377,0.00018054,0.000009040974,0.00004990644,0.00000475624,0.0001180154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002253788,0.00004002949,0.2898598,0.00002362179,0.00005962577,0.000004425973,0.6583601,0.00002001634,0.000009645325,0.02003329,0.01218596,0.01938094],"study_design_scores_gemma":[0.0001916654,0.0000392479,0.0635187,0.00002345037,0.000009027836,5.472036e-7,0.3174515,0.00007721363,0.000004608523,0.001993316,0.6165512,0.0001394602],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133737,0.003142027,0.000008152638,0.004736709,0.00002324921,0.00008270152,0.000002029545,0.0000251587,0.07860624],"genre_scores_gemma":[0.9812511,0.006137349,0.0003683554,0.0001112386,0.000267779,0.000007260088,9.66883e-7,0.000004535065,0.01185145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6043653,"threshold_uncertainty_score":0.9995781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515319074586249,"score_gpt":0.3300779803813026,"score_spread":0.2849247896354402,"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."}}