{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006268613,0.0001125673,0.0001422178,0.001582501,0.0004498602,0.0002928621,0.00251479,0.00003344778,0.0001120748],"category_scores_gemma":[0.001147251,0.00008075193,0.00003679291,0.001299535,0.008783691,0.002519764,0.0001669882,0.0001236321,0.000009014918],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006744313,"about_ca_system_score_gemma":0.006713704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001449204,"about_ca_topic_score_gemma":0.000009986008,"domain_scores_codex":[0.9959836,0.00005219652,0.0004660148,0.0003735181,0.002814011,0.0003106678],"domain_scores_gemma":[0.9937977,0.0001454047,0.0006703142,0.0001981581,0.0049907,0.0001977242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003106235,0.0006555566,0.8398489,0.000004608232,0.00003058859,0.000001152328,0.04551936,0.000001168465,0.06944511,0.02200848,0.00020118,0.02225281],"study_design_scores_gemma":[0.000361285,0.0001146637,0.9530752,0.000279206,0.00001441693,0.00006316647,0.02975806,0.000001249447,0.01435968,0.001753777,0.0001155368,0.000103705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842932,0.0001654019,0.0006224441,0.004682603,0.008731709,0.0001069556,0.000004140836,0.000006823601,0.001386678],"genre_scores_gemma":[0.9980783,0.00003488586,0.0007550325,0.0003145502,0.000412199,0.000004219924,5.946195e-7,0.000005879448,0.000394272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132263,"threshold_uncertainty_score":0.9989173,"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."}}