{"id":"W7081214080","doi":"10.14749/30095092","title":"I knew I could make it","year":2025,"lang":"en","type":"article","venue":"Human Science Research Council SA","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Agency (philosophy)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02341952,0.0001362562,0.000159235,0.0002855952,0.002021582,0.0009142687,0.004554141,0.00008233917,0.0001792303],"category_scores_gemma":[0.005612011,0.0001211125,0.000051693,0.003905863,0.0017778,0.0004952504,0.001859177,0.0005744024,0.0002368927],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444208,"about_ca_system_score_gemma":0.007621118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001505414,"about_ca_topic_score_gemma":0.0001687793,"domain_scores_codex":[0.9915711,0.000115769,0.0002525076,0.0009384599,0.005944137,0.001177976],"domain_scores_gemma":[0.9914455,0.0002021021,0.00004388296,0.001397297,0.006675707,0.0002355411],"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":[0.000006635254,0.0001454452,0.0006171251,0.000111458,0.00001054794,0.00008684304,0.001539508,0.00008718778,0.08543837,0.6608349,0.228768,0.022354],"study_design_scores_gemma":[0.0002467193,0.00007086297,0.002426156,0.0001186879,0.000001355072,0.00001125509,0.0002786831,0.006350669,0.007823491,0.09257563,0.889896,0.0002004952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008144798,0.0002221833,0.008231822,0.0181023,0.0002529641,0.0002356736,9.24004e-7,0.0001617362,0.9646476],"genre_scores_gemma":[0.9317793,0.00002001311,0.000976597,0.0006484133,0.00005799873,0.00003530009,3.159367e-7,0.000001526298,0.06648054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9236345,"threshold_uncertainty_score":0.9992777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2609936469265172,"score_gpt":0.4089539931344975,"score_spread":0.1479603462079803,"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."}}