{"id":"W6989737506","doi":"","title":"Cal Poly Psychology Class Turns $100 into $10,000","year":2006,"lang":"en","type":"article","venue":"DigitalCommons@CalPoly","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Quarter (Canadian coin); Group (periodic table); Function (biology); Nonprofit organization; Upper class","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007270001,0.0004643695,0.0006667449,0.0003918134,0.001136634,0.00005910238,0.0007847348,0.0006192423,0.001755523],"category_scores_gemma":[0.0002588928,0.0004344144,0.000185542,0.0006783729,0.0002510696,0.0003180014,0.000554215,0.001694708,0.004322854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598214,"about_ca_system_score_gemma":0.0007649022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005728696,"about_ca_topic_score_gemma":0.007150041,"domain_scores_codex":[0.9952098,0.0006619199,0.001419981,0.0005765581,0.000493824,0.001637906],"domain_scores_gemma":[0.9963694,0.001111613,0.000327592,0.001318835,0.0002141412,0.0006584155],"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":[0.0005419904,0.00102234,0.1417359,0.0003889952,0.00006258226,0.00008374617,0.001971181,0.000001825239,0.0001663597,0.04588521,0.738032,0.07010787],"study_design_scores_gemma":[0.001480116,0.0001538344,0.1877744,0.0001063242,0.00001241621,0.00001481118,0.0004521754,0.00002530396,0.00002817014,0.009673102,0.7998537,0.0004255597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2584284,0.002410749,0.0003991305,0.02199334,0.001775802,0.001108779,0.00014674,0.0006413862,0.7130956],"genre_scores_gemma":[0.9722982,0.0000653898,0.0008081635,0.01461515,0.000692658,0.0002987408,0.0004306494,0.00008964208,0.01070141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7138698,"threshold_uncertainty_score":0.9998108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06658829157281328,"score_gpt":0.4399253359139743,"score_spread":0.3733370443411611,"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."}}