{"id":"W2625069957","doi":"10.1007/s11165-016-9605-z","title":"Encouraging Students with Different Profiles of Perceptions to Pursue Science by Choosing Appropriate Teaching Methods for Each Age Group","year":2017,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Science education; Group (periodic table); Mathematics education; Perception; Psychology; Teaching method; Medical education; Chemistry; Medicine; Organic chemistry; Neuroscience","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":[0.001699784,0.0001819635,0.0002541385,0.000815058,0.0007086729,0.001411667,0.0003333713,0.0004069225,0.001733204],"category_scores_gemma":[0.007074336,0.0001786451,0.0003378903,0.0004941063,0.0002489058,0.0005857191,0.0009571043,0.0005354788,0.0006084496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080971,"about_ca_system_score_gemma":0.0007753282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000847966,"about_ca_topic_score_gemma":0.001998293,"domain_scores_codex":[0.9991892,0.0002074354,0.00008763178,0.0001171015,0.000225041,0.0001736172],"domain_scores_gemma":[0.9954201,0.001196936,0.001315611,0.0002762135,0.0007615129,0.001029655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003145864,0.001116396,0.8973773,0.00008673946,0.0000317605,0.0001213377,0.01423749,0.0003494861,0.01042089,0.0002522008,0.0003765717,0.0753153],"study_design_scores_gemma":[0.0000336149,0.001926401,0.9553593,0.00005771713,0.00004647664,0.0004001098,0.02902936,0.001436615,0.006065409,0.0005245063,0.00506053,0.00005998348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999059,0.00002513329,0.000314991,0.00003666713,0.000002068625,0.00002435549,0.00001693295,0.000006729888,0.0005141885],"genre_scores_gemma":[0.9970706,0.00006061181,0.001651085,0.00003920542,0.000003252465,0.00005295966,0.00007165668,0.000004112105,0.001046561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001733204,"threshold_uncertainty_score":0.008989453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2498865870212291,"score_gpt":0.6426678767142843,"score_spread":0.3927812896930551,"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."}}