{"id":"W1820062684","doi":"10.3968/2802","title":"SUBMISSION OF MANUSCRIPT","year":2012,"lang":"en","type":"article","venue":"Studies in mathematical sciences","topic":"Algebraic and Geometric Analysis","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007761674,0.001173083,0.001884602,0.003459312,0.001957715,0.007906266,0.002200732,0.003299097,0.762127],"category_scores_gemma":[0.1189373,0.0006185339,0.001257039,0.001531218,0.0009534681,0.002625451,0.004455091,0.003497517,0.6059179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092413,"about_ca_system_score_gemma":0.004408527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003535559,"about_ca_topic_score_gemma":0.001020576,"domain_scores_codex":[0.9926535,0.002672363,0.0006013926,0.0009018619,0.002657807,0.0005131147],"domain_scores_gemma":[0.9090825,0.01841644,0.002468436,0.01315477,0.04598603,0.01089173],"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":[0.0001799043,0.00002607762,0.00008438922,0.0003138396,0.00001642737,0.00006629006,0.00006154988,0.00002671197,0.0003580776,0.001293603,0.9745765,0.02299662],"study_design_scores_gemma":[0.00008490557,0.00005841254,0.0003883814,0.0002864175,0.00001557027,0.0001349889,0.0001747737,0.0001312032,0.0004542508,0.00397918,0.9942689,0.00002296445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004310547,0.003251737,0.01873302,0.06204756,0.3022068,0.006853179,0.03767961,0.007671732,0.5572457],"genre_scores_gemma":[0.01233798,0.001576606,0.009049231,0.008787867,0.01914614,0.001959858,0.01756507,0.004569982,0.9250074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.237873,"threshold_uncertainty_score":0.3392969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3195636686815619,"score_gpt":0.4608089776808244,"score_spread":0.1412453089992625,"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."}}