{"id":"W2535102966","doi":"10.1177/1525822x16669282","title":"Teach","year":2016,"lang":"en","type":"article","venue":"Field Methods","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emic and etic; Variety (cybernetics); Teaching method; Contrast (vision); Computer science; Psychology; Mathematics education; Data science; Sociology; Artificial intelligence; Anthropology","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":["insufficient_payload"],"category_scores_codex":[0.0004539167,0.00005675789,0.000105538,0.0000354483,0.00002671327,0.000003137534,0.0001221204,0.0001425396,0.02478285],"category_scores_gemma":[0.0001435136,0.000035921,0.00004578141,0.00003650783,0.00001870093,0.00002459936,0.00003764425,0.00007666746,0.0009625919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001184048,"about_ca_system_score_gemma":0.000007471733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002620124,"about_ca_topic_score_gemma":0.000002789999,"domain_scores_codex":[0.9992667,0.0002349016,0.0001037042,0.0001583613,0.00002756034,0.0002088099],"domain_scores_gemma":[0.9990675,0.0005677344,0.00002252175,0.0002854588,0.00001097793,0.00004578972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002308113,0.00004220041,0.01455703,0.000001258243,0.00001144332,0.00001226221,0.0002194324,2.957213e-9,0.03215159,0.0119843,0.04046538,0.900532],"study_design_scores_gemma":[0.0009263286,0.0003108073,0.2018573,0.000007910977,0.00003629828,0.00006346255,0.0001284606,5.415354e-7,0.05455355,0.008684574,0.7331968,0.0002339279],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1057302,0.000145982,0.3347198,0.003982609,0.003844062,0.0001103799,0.000003249192,0.0001611034,0.5513026],"genre_scores_gemma":[0.6344858,0.0000199694,0.2410113,0.003981206,0.0004776128,0.0001257927,0.0000016069,0.0000315742,0.1198652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9002981,"threshold_uncertainty_score":0.9998153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09571784265951663,"score_gpt":0.5093781280673683,"score_spread":0.4136602854078516,"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."}}