{"id":"W2522195657","doi":"10.1080/09500693.2016.1230792","title":"Students’ awareness of science teachers’ leadership, attitudes toward science, and positive thinking","year":2016,"lang":"en","type":"article","venue":"International Journal of Science Education","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Science Board; University of Victoria; National Science Foundation","keywords":"Optimism; Psychology; Science education; Science learning; Mathematics education; Structural equation modeling; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007400214,0.0001760042,0.0001836978,0.0007064844,0.0003979535,0.001046011,0.0001217983,0.0003208606,0.002115131],"category_scores_gemma":[0.00280233,0.0001934676,0.0002376763,0.000362532,0.0003904417,0.000314091,0.0003631015,0.000681891,0.000241142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784124,"about_ca_system_score_gemma":0.0006318788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002884584,"about_ca_topic_score_gemma":0.007199208,"domain_scores_codex":[0.9997587,0.00004033234,0.00002850148,0.00002582587,0.00009122179,0.00005551285],"domain_scores_gemma":[0.9965474,0.0007103423,0.001521085,0.0001069925,0.0004111832,0.0007030625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003529817,0.0002746594,0.9910153,0.00001961563,0.00002508471,0.00007973775,0.002370386,0.00005618529,0.001116229,0.00004601647,0.00007392935,0.004887462],"study_design_scores_gemma":[0.00000373589,0.0001264171,0.996854,0.000007342559,0.0000109348,0.00005419082,0.002230137,0.0001553866,0.0003010063,0.00006910657,0.0001828033,0.000005079624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996095,0.00001400196,0.00001417319,0.00002190847,9.589331e-7,0.000001574171,0.000006517419,8.225628e-7,0.0003305735],"genre_scores_gemma":[0.9996912,0.00002900333,0.00002909611,0.00001061283,0.000001608025,0.000002622238,0.00002311807,4.143377e-7,0.0002124216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002884584,"threshold_uncertainty_score":0.007075787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07745597621952015,"score_gpt":0.4360928284863579,"score_spread":0.3586368522668378,"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."}}