{"id":"W4210681544","doi":"10.2139/ssrn.2312768","title":"Holliston Helping Hands","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Accounting Education and Careers","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007714619,0.0001296866,0.0001137211,0.0002072228,0.0003306945,0.0006395704,0.0002824763,0.00005164144,0.000627611],"category_scores_gemma":[0.00008159025,0.0001139023,0.0000910485,0.00028581,0.00002791397,0.001432899,0.0000446611,0.0008115976,0.001675506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959402,"about_ca_system_score_gemma":0.0003627506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005864056,"about_ca_topic_score_gemma":0.0002468227,"domain_scores_codex":[0.9979995,0.000006410409,0.0002021502,0.0001466231,0.0002422617,0.001402991],"domain_scores_gemma":[0.9994313,0.00001113179,0.0001944632,0.0001283397,0.0002198281,0.0000149339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002855575,0.0001745355,0.06954177,0.00006306836,0.0001867483,0.000003104136,0.0001901983,0.00005630891,0.0009485974,0.6932616,0.08949542,0.1460501],"study_design_scores_gemma":[0.002325264,0.00007228804,0.03175553,0.0000964182,0.0001363343,0.0002299065,0.01408735,0.001540754,0.00006039625,0.6464252,0.3022351,0.00103546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483871,0.0006484045,0.001688131,0.005617486,0.0009207235,0.0001527332,9.691593e-8,0.000131842,0.0424535],"genre_scores_gemma":[0.9890591,0.0001213594,0.00001970036,0.00273298,0.002565881,0.00001039904,0.000005375768,0.0000263911,0.005458798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2127397,"threshold_uncertainty_score":0.9991018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007468431868115728,"score_gpt":0.2114513402108067,"score_spread":0.203982908342691,"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."}}