{"id":"W1903342308","doi":"","title":"Multiple teaching approaches, teaching sequence and concept retention in high school physics education","year":2013,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Riverview Hospital","funders":"","keywords":"Mathematics education; Visualization; Sequence (biology); Motion (physics); Teaching method; Animation; Concept learning; Science education; Computer science; Psychology; Artificial intelligence; Chemistry; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003301817,0.0002417654,0.0002914953,0.0005800831,0.001910721,0.0003978115,0.0007732293,0.0002901923,0.0003295476],"category_scores_gemma":[0.001577621,0.0002547718,0.00006889429,0.0009362994,0.001022413,0.001714879,0.0002122705,0.00225169,0.0001164265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000738474,"about_ca_system_score_gemma":0.001549785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.197222,"about_ca_topic_score_gemma":0.02972902,"domain_scores_codex":[0.9941409,0.002646887,0.000311739,0.0007778604,0.001111309,0.001011253],"domain_scores_gemma":[0.9977249,0.0006147947,0.0001653628,0.0003928644,0.0004301008,0.0006719611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009467567,0.001525346,0.7480227,0.00009962504,0.00004357878,0.00002278322,0.04002681,0.0002764637,0.0009330844,0.1155849,0.02715811,0.06621194],"study_design_scores_gemma":[0.001682119,0.0001992875,0.7041823,0.0002886776,0.00002575764,0.000009262839,0.2450746,0.001418061,0.00003448681,0.004362941,0.04199771,0.0007247517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830911,0.00004540208,0.0001828315,0.01074161,0.0004167459,0.001059036,0.00005571239,0.00009294564,0.00431459],"genre_scores_gemma":[0.9678313,0.0001203569,0.004099736,0.00009963313,0.0008033054,0.00001277353,0.000209413,0.0000179793,0.02680556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050478,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3403747342669772,"score_gpt":0.442078467908361,"score_spread":0.1017037336413838,"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."}}