{"id":"W2770315337","doi":"10.3390/educsci7040084","title":"What Really Makes Secondary School Students “Want” to Study Physics?","year":2017,"lang":"en","type":"article","venue":"Education Sciences","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics education; Sample (material); Science education; Psychology; Physics","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":[0.006345857,0.0002997898,0.0009176098,0.001350264,0.002088529,0.005099767,0.0006980181,0.001305893,0.00191098],"category_scores_gemma":[0.009557142,0.0005697691,0.0004196041,0.000907765,0.002706092,0.001668156,0.001841197,0.001359744,0.0003921647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009604274,"about_ca_system_score_gemma":0.00155052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236271,"about_ca_topic_score_gemma":0.003278831,"domain_scores_codex":[0.9960569,0.001965954,0.0002659821,0.0005320171,0.0006041957,0.0005750082],"domain_scores_gemma":[0.9917809,0.005041135,0.001401834,0.0002622636,0.000497987,0.001015793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003674088,0.002482825,0.3846647,0.0008396624,0.000120137,0.0006538381,0.5683254,0.00005734566,0.003537453,0.001480933,0.0008602731,0.03660997],"study_design_scores_gemma":[0.0000490958,0.001110213,0.2471781,0.0002171785,0.0000701447,0.0003664851,0.7385486,0.0001675686,0.001104668,0.001169849,0.009963062,0.00005507039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982936,0.000155606,0.0002527471,0.0002119361,0.00001678728,0.00008555313,0.00002415962,0.000002801901,0.0009567544],"genre_scores_gemma":[0.9978371,0.0002654651,0.0004850975,0.0004414085,0.00002171506,0.0001777314,0.00004641037,0.000006175756,0.0007188617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006345857,"threshold_uncertainty_score":0.03356045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510345609350632,"score_gpt":0.5448196424720316,"score_spread":0.3937850815369685,"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."}}