{"id":"W279331439","doi":"","title":"Simple Sensory Strategies for Future Educators","year":2014,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Sensory system; Psychology; Computer science; Cognitive psychology; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003656507,0.00008247144,0.0001358809,0.0001341944,0.0008294728,0.0000471673,0.0002711995,0.0001911243,0.0003365132],"category_scores_gemma":[0.0001209072,0.0001005354,0.0001035347,0.0002127608,0.0004769295,0.0003546994,0.00001897572,0.000110508,0.00004019179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009138016,"about_ca_system_score_gemma":0.0003158581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382878,"about_ca_topic_score_gemma":0.01403107,"domain_scores_codex":[0.9992828,0.00009320545,0.00008184049,0.0001778113,0.0001554495,0.0002088532],"domain_scores_gemma":[0.9992819,0.0001266702,0.0001210835,0.0001772104,0.0002150404,0.0000780532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008050974,0.00003494761,0.003262103,0.00001104501,0.00001721826,1.266268e-7,0.0167455,0.000003289872,0.000008844107,0.9739016,0.005790937,0.0002163543],"study_design_scores_gemma":[0.0001170773,0.0000264763,0.0009053284,0.00000212672,0.00001532878,2.384162e-7,0.3244951,0.00001556618,0.000001105583,0.6183513,0.05600206,0.00006833173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960041,0.00003818333,0.01501539,0.003802678,0.0006014766,0.0001850782,0.00001328271,0.0001342238,0.0201687],"genre_scores_gemma":[0.9949847,0.00002190654,0.001207526,0.0001126833,0.0003283818,8.063751e-7,0.00002426363,0.00000632509,0.003313348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3555503,"threshold_uncertainty_score":0.7829664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187987578479826,"score_gpt":0.2879847420944779,"score_spread":0.2691859842464953,"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."}}