{"id":"W2114224956","doi":"10.1080/15326900701326600","title":"What Makes People Revise Their Beliefs Following Contradictory Anecdotal Evidence?: The Role of Systemic Variability and Direct Experience","year":2007,"lang":"en","type":"article","venue":"Cognitive Science","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Randomness; Element (criminal law); Generality; Psychology; Certainty; Action (physics); Social psychology; Cognitive psychology; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.005879556,0.0002228107,0.000378723,0.0001868609,0.0005179728,0.0003565257,0.001561358,0.00004972792,0.00000375758],"category_scores_gemma":[0.002720674,0.0001531968,0.000127809,0.001855457,0.001484081,0.004229018,0.0005742333,0.0001715036,0.000002645571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009875529,"about_ca_system_score_gemma":0.0001670604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000249578,"about_ca_topic_score_gemma":0.00001844802,"domain_scores_codex":[0.9971884,0.0002207039,0.0004527404,0.000894035,0.0007345537,0.0005095114],"domain_scores_gemma":[0.9956048,0.002693943,0.0002810748,0.0007533306,0.0005035884,0.0001632407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003926679,0.0001490786,0.1047973,0.00007381719,0.00005526688,0.00002881828,0.08206338,0.000007583137,0.4617836,0.01223788,0.000004343826,0.3387596],"study_design_scores_gemma":[0.0004533913,0.000291598,0.1107474,0.004496803,0.00009980417,0.0001477201,0.04172968,0.0126475,0.8159996,0.01224135,0.0001352112,0.001009868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927554,0.006881367,0.1984446,0.00007575218,0.0002367382,0.0005312778,0.000002245223,0.0001569391,0.0009157123],"genre_scores_gemma":[0.9967147,0.0003900097,0.002697519,0.0001135963,0.00002991912,0.00002877229,2.912292e-7,0.000007058969,0.00001811349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.354216,"threshold_uncertainty_score":0.6247185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426190704587383,"score_gpt":0.2921793119000092,"score_spread":0.2779174048541354,"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."}}