{"id":"W2317415135","doi":"10.1017/cbo9780511547348.022","title":"Sample Grid for Use with Discussion of Vignettes","year":2008,"lang":"en","type":"other","venue":"","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Grid; Sample (material); Computer science; Geography; Physics; Geodesy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001245219,0.0001173191,0.0001985783,0.00003353827,0.0000329453,0.00001239636,0.00007523771,0.00005004655,0.001009212],"category_scores_gemma":[0.000001631443,0.00005595009,0.00007585327,0.00003996936,0.00005229319,0.00002756176,0.00001626962,0.00004242691,0.000003373207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003654994,"about_ca_system_score_gemma":0.00003563962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852154,"about_ca_topic_score_gemma":0.00005226191,"domain_scores_codex":[0.9995864,0.000005795166,0.00009903588,0.0001326245,0.00007251409,0.0001036287],"domain_scores_gemma":[0.9996347,0.00004355453,0.0001253246,0.0001403354,0.00002650741,0.00002953257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001983158,0.0001363323,0.02761095,0.00006301171,0.0001893389,1.854973e-7,0.0001300374,0.00002325099,0.00001447083,0.07726414,0.8865944,0.007954066],"study_design_scores_gemma":[0.0002832208,0.00006090889,0.0002290432,0.0001086174,0.00001516908,4.649883e-8,0.00005890033,0.0002091947,0.00002662946,0.0007309399,0.9980885,0.0001888368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007288804,0.00006277335,0.3629745,0.0004214969,0.000796074,0.001905043,0.01276994,0.0001651699,0.6201761],"genre_scores_gemma":[0.002064068,0.00003054947,0.03281708,0.00005312064,0.0009200522,0.00005837182,0.001038627,0.0002773576,0.9627408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3425646,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395410372362179,"score_gpt":0.2564981325677129,"score_spread":0.2425440288440911,"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."}}