{"id":"W3148539841","doi":"10.29173/iasl7827","title":"Eagles not Pelicans","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Psychological and Educational Research Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Reading (process); Information literacy; Psychology; Pedagogy; Relation (database); Reflection (computer programming); Mathematics education; Medical education; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002236826,0.0004297577,0.0003418247,0.0007296459,0.001669092,0.002743333,0.000416509,0.0009681978,0.6024436],"category_scores_gemma":[0.001191309,0.000200231,0.0001763405,0.0008926007,0.0004800812,0.001520493,0.001887451,0.001171464,0.2776409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000779303,"about_ca_system_score_gemma":0.0006973197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218015,"about_ca_topic_score_gemma":0.01126235,"domain_scores_codex":[0.9997345,0.00003333778,0.0000172575,0.00008176747,0.00008255461,0.00005060438],"domain_scores_gemma":[0.9996655,0.00005455973,0.00002539742,0.00004849099,0.00009060269,0.0001155215],"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":[0.000168892,0.00006507656,0.002023177,0.0004533591,0.00001321849,0.001546579,0.0008858725,0.00007302241,0.002783233,0.03651537,0.5505864,0.4048858],"study_design_scores_gemma":[0.000001729042,0.000004506393,0.0003838701,0.00003882408,9.815425e-7,0.0001550885,0.0002075205,0.00001442614,0.0001380236,0.0003997535,0.9986538,0.000001541752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003364493,0.002506261,0.0005139132,0.003318733,0.002857992,0.00003723807,0.0009070752,0.0002532066,0.9862411],"genre_scores_gemma":[0.01422126,0.001491975,0.0002777959,0.0007810007,0.0001797847,0.00002244453,0.0004102144,0.0001474138,0.9824682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6024436,"threshold_uncertainty_score":0.567066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208921096395637,"score_gpt":0.4047676384241404,"score_spread":0.2838755287845767,"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."}}