{"id":"W2742451983","doi":"10.18260/1-2--28433","title":"Helping Students to Feel Mechanics","year":2018,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Intuition; Applied mechanics; Computer science; Statics; Engineering; Mechanics; Mechanical engineering; Psychology; Physics; Classical mechanics; Cognitive science","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":[],"consensus_categories":[],"category_scores_codex":[0.002016359,0.0008856922,0.0004987099,0.0009463735,0.002808827,0.005275283,0.001144818,0.002000046,0.05833694],"category_scores_gemma":[0.008651635,0.0003866254,0.0007863948,0.0002246377,0.002473234,0.003410764,0.004642945,0.005910259,0.03029509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247364,"about_ca_system_score_gemma":0.001914964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005522522,"about_ca_topic_score_gemma":0.002188708,"domain_scores_codex":[0.9984773,0.0003062379,0.00003975828,0.0001890046,0.0006915876,0.0002961275],"domain_scores_gemma":[0.9954425,0.0003603956,0.0002173769,0.0002260686,0.00101934,0.002734273],"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":[0.00006079493,0.000757835,0.003756084,0.0002854542,0.00001978055,0.0004134215,0.007330969,0.00008958094,0.004733035,0.008651142,0.7701394,0.2037625],"study_design_scores_gemma":[0.00002764713,0.0002550278,0.002987154,0.0002782161,0.00001932507,0.001967085,0.007479282,0.0002153657,0.001483519,0.007507008,0.9777405,0.00003976592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1249736,0.02213236,0.04273597,0.3147632,0.04927592,0.0005672092,0.0004310937,0.005259142,0.4398616],"genre_scores_gemma":[0.2028128,0.0180044,0.03751789,0.07501885,0.004208036,0.0005187677,0.0005540923,0.001215416,0.6601497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05833694,"threshold_uncertainty_score":0.1951565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007064468673356689,"score_gpt":0.2526161347924711,"score_spread":0.2455516661191144,"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."}}