{"id":"W7099384096","doi":"","title":"Attitudes; Teacher Education Programs; &amp;apos;aching","year":2016,"lang":"en","type":"article","venue":"","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glossary; Teacher education; Program evaluation; Project-based learning; Association (psychology); Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00166695,0.00008760586,0.0001017632,0.001012902,0.0007621951,0.001115597,0.0003499668,0.0003602356,0.02471002],"category_scores_gemma":[0.008008008,0.000169952,0.0001132912,0.0008262981,0.0004229614,0.0008727313,0.0007034574,0.0007492576,0.003174375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009528066,"about_ca_system_score_gemma":0.001363414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01183231,"about_ca_topic_score_gemma":0.02958974,"domain_scores_codex":[0.9985614,0.0003544017,0.00004556747,0.0001084203,0.0006939557,0.0002362029],"domain_scores_gemma":[0.9909313,0.001970222,0.001981919,0.0002442848,0.001368989,0.003503241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008849893,0.001260685,0.7424814,0.0002876408,0.00001742955,0.0003324361,0.01792966,0.000165863,0.0009215972,0.002162861,0.04915593,0.185196],"study_design_scores_gemma":[0.000009955001,0.0001737564,0.9049342,0.0001618954,0.000007203663,0.0002291124,0.01634756,0.0001730118,0.0003178431,0.0001681424,0.07746618,0.00001112241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9244933,0.0006941876,0.0002565689,0.005162604,0.0000811526,0.0000975923,0.00105901,0.00005503479,0.06810063],"genre_scores_gemma":[0.9332725,0.0009982485,0.0003905973,0.0009082778,0.00007657856,0.0001089174,0.0005437122,0.00002216659,0.06367896],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.97529,"threshold_uncertainty_score":0.0826633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179887252484162,"score_gpt":0.29506704229512,"score_spread":0.1770783170467038,"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."}}