{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001471239,0.0004510837,0.0003271137,0.001450261,0.002465121,0.003110584,0.001279821,0.001333965,0.3774019],"category_scores_gemma":[0.004643181,0.0002990807,0.0004658212,0.001089492,0.0008822213,0.002965346,0.003002163,0.001417324,0.1363095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204688,"about_ca_system_score_gemma":0.003066749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003232003,"about_ca_topic_score_gemma":0.01306403,"domain_scores_codex":[0.9989215,0.0002040545,0.00004924805,0.0002024021,0.0004422251,0.0001805394],"domain_scores_gemma":[0.9971501,0.0005160982,0.0002475196,0.0005364689,0.0006784415,0.0008714761],"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":[0.000131943,0.0002027619,0.003939413,0.0004300394,0.00001518309,0.0001873295,0.002858983,0.0001654699,0.00217181,0.05996161,0.4047399,0.5251955],"study_design_scores_gemma":[0.000008184204,0.00002877559,0.002229591,0.00006753328,0.00000398537,0.0001334979,0.0004710664,0.00009130676,0.0005475763,0.003833925,0.9925758,0.000008826007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01222648,0.001428161,0.01891757,0.01179921,0.001921,0.0003669806,0.005012144,0.004365438,0.9439631],"genre_scores_gemma":[0.06238886,0.001427839,0.0236711,0.005185086,0.0005608773,0.0005138775,0.003156765,0.001125953,0.9019697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6225981,"threshold_uncertainty_score":0,"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."}}