{"id":"W7022231178","doi":"","title":"32_2_gen_info.pdf","year":2004,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","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":"Process (computing); Identification (biology); Product (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003283983,0.000616353,0.000427982,0.001654041,0.0008651541,0.003325714,0.0008525971,0.001082743,0.9125147],"category_scores_gemma":[0.001300168,0.0004958143,0.0005147321,0.001938717,0.000335707,0.001513561,0.00149076,0.0007797653,0.8467596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112121,"about_ca_system_score_gemma":0.0006642304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348586,"about_ca_topic_score_gemma":0.004946019,"domain_scores_codex":[0.9997837,0.00002493585,0.000009394626,0.0000326208,0.00009271113,0.00005662352],"domain_scores_gemma":[0.9991059,0.0001957372,0.0000324132,0.0001946403,0.0002958669,0.0001755265],"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":[0.00008153636,0.00006195775,0.0004062516,0.0001110784,0.000002478691,0.00006755129,0.00004778059,0.0001308449,0.0004892669,0.002430264,0.9189299,0.07724106],"study_design_scores_gemma":[0.00002979739,0.00002141162,0.001290427,0.00006034217,0.00000254948,0.0000634855,0.00005238031,0.0001089908,0.0006652405,0.001080358,0.9966103,0.00001458424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001306445,0.0001713255,0.0009327179,0.0006736133,0.0003897805,0.00009614541,0.0472941,0.006558224,0.9425776],"genre_scores_gemma":[0.005080059,0.0002769846,0.0008097413,0.0004697681,0.0001153442,0.00007814036,0.02155056,0.002540881,0.9690786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08748531,"threshold_uncertainty_score":0.1247871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791840242671973,"score_gpt":0.1603630701884912,"score_spread":0.1324446677617715,"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."}}