{"id":"W1546474866","doi":"","title":"Strength and promise","year":2003,"lang":"en","type":"article","venue":"Thirdspace","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167957,0.00009086038,0.0001253715,0.00002411392,0.0001859661,0.00006179683,0.00004873301,0.00004152591,0.0003149372],"category_scores_gemma":[0.00007638643,0.00007589925,0.00003002257,0.00001285823,0.0003090346,0.00008654681,0.00001300647,0.0001549185,0.0000754315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006675159,"about_ca_system_score_gemma":0.00002967855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007193782,"about_ca_topic_score_gemma":0.0005672832,"domain_scores_codex":[0.9994715,0.00007155136,0.00008328376,0.0001391667,0.00007773079,0.0001567802],"domain_scores_gemma":[0.9996346,0.00007462374,0.00004016287,0.0001490299,0.00004612381,0.00005549416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003714911,0.00003336612,0.0001277088,0.00002889861,0.00001530268,0.000002370917,0.02380914,2.179213e-7,0.00006811596,0.9709834,0.004542879,0.0003848288],"study_design_scores_gemma":[0.0003066208,0.00006388824,0.0001127414,0.00001505072,0.00002678141,0.000004208451,0.005709189,0.000007585812,0.0006036757,0.03851661,0.9544775,0.0001561167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.340351,0.0009100557,0.00001362633,0.001309229,0.000585733,0.0001412905,0.000008912956,0.00009868236,0.6565815],"genre_scores_gemma":[0.9205615,0.00007893588,0.0002644824,0.0004536419,0.0002397248,0.000007721331,0.000002205195,0.00001524444,0.07837652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9499347,"threshold_uncertainty_score":0.3448341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468780013437343,"score_gpt":0.253170139835162,"score_spread":0.2062921384914277,"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."}}