{"id":"W885695000","doi":"","title":"Uni 101 vs. SADD","year":2013,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003467423,0.0002820146,0.0005095704,0.000235569,0.0002843527,0.0001521488,0.000503687,0.00009795211,0.2213505],"category_scores_gemma":[0.00006604548,0.0003135768,0.000283346,0.000260858,0.0001455283,0.0004829095,0.0003784078,0.0001260022,0.3130076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789809,"about_ca_system_score_gemma":0.00001822829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123935,"about_ca_topic_score_gemma":0.00001354135,"domain_scores_codex":[0.9977655,0.00001389531,0.000727365,0.0007708692,0.00007362646,0.000648695],"domain_scores_gemma":[0.9987643,0.00002515324,0.000299953,0.0005655625,0.0000689829,0.0002760123],"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":[0.00000942579,0.000131356,0.1273766,0.00002287397,0.0002195854,0.000004496977,0.0007006974,0.00002512929,0.00002702968,0.05724531,0.8137415,0.0004959475],"study_design_scores_gemma":[0.0007191285,0.00005496332,0.05836362,0.000008701965,0.00001423832,0.000001811787,0.0005683056,0.0007654849,0.0001904497,0.006735483,0.932033,0.0005448056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.376071,0.002862662,0.0003716753,0.001661721,0.02136787,0.0009032239,0.0007724445,0.0002449911,0.5957444],"genre_scores_gemma":[0.6849616,0.0007761936,0.0002426544,0.0009613106,0.0001887519,0.00009708626,0.00004201597,0.00003419179,0.3126962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3088906,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553351843134529,"score_gpt":0.1936510786951215,"score_spread":0.1581175602637762,"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."}}