{"id":"W2231606195","doi":"10.29173/bsuj278","title":"BSUJ Acknowledgements 2(1), 2015","year":2015,"lang":"en","type":"article","venue":"Behavioural Sciences Undergraduate Journal","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Mount Royal University; York University; Concordia University; University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.001605499,0.0001726061,0.0001596871,0.0002781636,0.0004920686,0.0001961806,0.0006112742,0.00009450342,0.001844899],"category_scores_gemma":[0.0001180906,0.0001371201,0.00007577266,0.0005112945,0.0003549815,0.0004891833,0.00005810545,0.0003191506,0.004310927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684684,"about_ca_system_score_gemma":0.0003229505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000359818,"about_ca_topic_score_gemma":0.00003630824,"domain_scores_codex":[0.9979769,0.0001839204,0.0003743054,0.0003156763,0.0005396742,0.0006095319],"domain_scores_gemma":[0.998785,0.00003530076,0.0002329944,0.0001654249,0.0003133132,0.0004679415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002207813,0.0002021958,0.3480107,4.433224e-7,0.00002293861,0.00002164243,0.001496018,0.000001639675,0.00002507039,0.0008198969,0.6427435,0.006633861],"study_design_scores_gemma":[0.00257687,0.0007052978,0.8894147,0.00003720866,0.00007362369,0.001227357,0.00684602,0.00001648369,0.00005624829,0.02984718,0.06861059,0.0005884287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640918,0.000625337,0.0002377573,0.01888031,0.02180605,0.0001320393,0.000001367604,0.00006664081,0.09415876],"genre_scores_gemma":[0.9703045,0.00002635132,0.001766676,0.0003680397,0.0005654113,0.00001026108,0.000005036509,0.00001188692,0.02694185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.574133,"threshold_uncertainty_score":0.9990675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083862739284672,"score_gpt":0.4268042688497642,"score_spread":0.218417994921297,"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."}}