{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002693355,0.001141463,0.0008263707,0.0007886551,0.007277473,0.006358908,0.001525395,0.006277227,0.1556721],"category_scores_gemma":[0.02328145,0.0003912809,0.001309997,0.0004528821,0.004090489,0.009862462,0.005823898,0.0106331,0.1063237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158353,"about_ca_system_score_gemma":0.002710111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644177,"about_ca_topic_score_gemma":0.006170425,"domain_scores_codex":[0.9966269,0.001135154,0.0001110302,0.0005085174,0.0009826671,0.0006357055],"domain_scores_gemma":[0.9917605,0.000942587,0.0004625632,0.0006642784,0.002487035,0.003683136],"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":[0.0001196752,0.0001840196,0.001804291,0.0002504268,0.00003070039,0.00131396,0.007179099,0.0001051439,0.0006807508,0.01671376,0.9070318,0.06458624],"study_design_scores_gemma":[0.0000309329,0.0001230276,0.0007875888,0.0004371218,0.00002522566,0.001482797,0.008530297,0.0001021732,0.0002819613,0.006435494,0.9816909,0.00007249642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0135405,0.004573216,0.01242601,0.4197823,0.05168213,0.0004431412,0.0007373331,0.001642755,0.4951725],"genre_scores_gemma":[0.077061,0.003912391,0.01319269,0.1957001,0.005198734,0.0004401444,0.000555678,0.0008912652,0.7030481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1556721,"threshold_uncertainty_score":0.5207752,"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."}}