{"id":"W2006956308","doi":"10.1007/s11270-006-9208-9","title":"Success, or the Illusion of Success?","year":2006,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Illusion; Psychology; Computer science; Cognitive psychology","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":[0.0003745831,0.00009748408,0.0001396821,0.00002248995,0.001809249,0.00003411911,0.0002236417,0.000079547,0.0001845968],"category_scores_gemma":[0.00001771374,0.00003838557,0.0001009054,0.000170986,0.0005603788,0.0002407167,0.0001378695,0.00007601776,0.00006447986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105333,"about_ca_system_score_gemma":0.00003397836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02923421,"about_ca_topic_score_gemma":0.04589888,"domain_scores_codex":[0.9988652,0.0001503958,0.0002119746,0.0001353209,0.000330518,0.0003065495],"domain_scores_gemma":[0.9996799,0.00002095151,0.00006792851,0.00008760821,0.0001176383,0.00002595997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001253474,0.001124995,0.04293546,0.0002089904,0.0003172545,0.00005163619,0.5906153,0.00172565,0.03555357,0.1703946,0.1089481,0.046871],"study_design_scores_gemma":[0.001444405,0.000387588,0.4500553,0.0001909854,0.000182746,0.000005866254,0.05106141,0.0001074503,0.03877667,0.05890581,0.3978466,0.001035115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236004,0.0001049808,0.00002529295,0.02707876,0.0005193314,0.0001817795,0.000009492092,0.00005499903,0.04842493],"genre_scores_gemma":[0.9774209,0.00005688239,0.000008143742,0.0001390332,0.000722357,0.00001153746,0.000008897554,0.000005203005,0.02162707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5395538,"threshold_uncertainty_score":0.9994903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439146192021487,"score_gpt":0.2804833262415622,"score_spread":0.2660918643213473,"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."}}