{"id":"W572256347","doi":"10.1007/s10984-015-9185-2","title":"Student outcomes in inquiry: students’ perspectives","year":2015,"lang":"en","type":"article","venue":"Learning Environments Research","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Sociology of Education; Mathematics education; Multivariate analysis of variance; Cognition; Creativity; Social psychology; Pedagogy","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":[0.01490349,0.0002801749,0.0005077677,0.002092565,0.003633593,0.01332231,0.0009339058,0.001792899,0.004465271],"category_scores_gemma":[0.04550603,0.0001923663,0.0005272789,0.001364329,0.005261401,0.00457525,0.009658935,0.003901718,0.0006114592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121502,"about_ca_system_score_gemma":0.002502533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839605,"about_ca_topic_score_gemma":0.002174946,"domain_scores_codex":[0.985852,0.008855231,0.0004985129,0.0004447892,0.002341741,0.002007605],"domain_scores_gemma":[0.9674999,0.01535697,0.003538476,0.0009061482,0.007026176,0.005672343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003620675,0.0008879385,0.1542075,0.0002588476,0.00008312168,0.0009820489,0.6641978,0.0004443821,0.001071632,0.06546856,0.01309963,0.09893651],"study_design_scores_gemma":[0.00004155647,0.0004578421,0.06347348,0.0003306726,0.00005060574,0.0007573526,0.850713,0.0005467245,0.001908888,0.01475543,0.06690463,0.00005971902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883057,0.001192127,0.001891301,0.03145683,0.000302883,0.00003461122,0.0001343574,0.00003880061,0.07664347],"genre_scores_gemma":[0.997346,0.000256663,0.000115555,0.000365044,0.00005649387,0.00001529348,0.00002603534,0.00001512171,0.001803727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490349,"threshold_uncertainty_score":0.07881808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3803579036909333,"score_gpt":0.5953486604474393,"score_spread":0.214990756756506,"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."}}