{"id":"W3144197209","doi":"10.29173/iasl7742","title":"The Plato Program","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Information literacy; Taxonomy (biology); Subject (documents); Critical thinking; Computer science; Focus (optics); Mathematics education; Bloom's taxonomy; Psychology; Pedagogy; World Wide Web; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.001790398,0.0003014941,0.0001954414,0.0008642327,0.00261975,0.002542592,0.0009307541,0.0006475112,0.2890439],"category_scores_gemma":[0.004481844,0.0002203516,0.0002604123,0.0008122002,0.0007857311,0.002172422,0.005609459,0.002006701,0.07263179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148656,"about_ca_system_score_gemma":0.01052853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021013,"about_ca_topic_score_gemma":0.01113861,"domain_scores_codex":[0.9989257,0.0001802174,0.00002457839,0.000142109,0.0004271547,0.0003002436],"domain_scores_gemma":[0.9949116,0.0003634431,0.0001566661,0.0003387753,0.0008156293,0.003413924],"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":[0.0002127237,0.0003416754,0.002549926,0.0000812561,0.000002316783,0.0001473865,0.0006818202,0.0001308917,0.0005198394,0.03495201,0.7337589,0.2266213],"study_design_scores_gemma":[0.00002437347,0.00004505194,0.002060509,0.00003688756,8.901299e-7,0.00006463,0.0002441885,0.0001165366,0.000162966,0.003500831,0.9937385,0.000004566965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01290289,0.000319841,0.005311357,0.01999798,0.00240406,0.0006456974,0.004040201,0.001683314,0.9526947],"genre_scores_gemma":[0.06011471,0.0006412482,0.007752366,0.007200352,0.000664094,0.0009998872,0.005456243,0.001091811,0.9160793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2890439,"threshold_uncertainty_score":0.9669483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701775454902995,"score_gpt":0.3515400495900847,"score_spread":0.3145222950410547,"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."}}