{"id":"W2696596982","doi":"","title":"Colleges Lead Way: Curiosity, Faith, Discernment, Mission are Key","year":2008,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Discernment; Curiosity; Key (lock); Faith; Lead (geology); Astrobiology; Psychology; Computer science; Philosophy; Epistemology; Computer security; Geology; Social psychology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002484017,0.0001377626,0.0001718528,0.0009080259,0.0005696501,0.0001671434,0.0002570871,0.00004933424,0.001228279],"category_scores_gemma":[0.0001795285,0.0001288793,0.0001359918,0.0004862816,0.00007482897,0.0007602222,0.00003693589,0.0002066463,0.000100958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001317,"about_ca_system_score_gemma":0.0001453458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01521603,"about_ca_topic_score_gemma":0.09842353,"domain_scores_codex":[0.9990665,0.00001853977,0.0003155264,0.0001384454,0.0002093391,0.0002516713],"domain_scores_gemma":[0.9991027,0.00002463996,0.0004231445,0.0001475674,0.0002262567,0.00007575697],"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":[0.00003935182,0.00008903419,0.1331108,0.00007410935,0.00009312613,0.0001771695,0.001159458,0.00007237729,0.0001354711,0.001179192,0.8609539,0.002916025],"study_design_scores_gemma":[0.0007088432,0.00004222345,0.200634,0.0003999285,0.0001433067,0.0002114159,0.006976018,0.000314801,0.00004849435,0.0007269736,0.7894371,0.0003569994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947078,0.00009299728,0.0002505207,0.00556493,0.004012182,0.0001410174,0.000003409981,0.00002723608,0.04282964],"genre_scores_gemma":[0.9928298,0.00001600831,0.00006897285,0.001234229,0.001713607,0.000002400355,0.000005058764,0.00002027069,0.00410968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0832075,"threshold_uncertainty_score":0.9996848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128767636354369,"score_gpt":0.2168855861783805,"score_spread":0.1855979098148368,"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."}}