{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009096999,0.00006836564,0.00005606554,0.00000363567,0.00008173948,0.00003172982,0.000125653,0.00004996581,0.0009879586],"category_scores_gemma":[0.00001317025,0.00001643334,0.00003488887,0.00006462701,0.00002131659,0.0000569296,0.0000255957,0.00003458607,0.0002852873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001141317,"about_ca_system_score_gemma":0.00000908531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001179646,"about_ca_topic_score_gemma":0.00127932,"domain_scores_codex":[0.999523,0.00003060663,0.00008462128,0.0001445458,0.00006927138,0.0001479201],"domain_scores_gemma":[0.9998131,0.00004059238,0.00002802634,0.00003472552,0.00002028438,0.00006320748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003057196,0.0001179169,0.1675102,9.157329e-7,0.000002611651,7.99167e-8,0.00000636834,2.878923e-8,0.1067697,0.0004263044,0.001277113,0.7238857],"study_design_scores_gemma":[0.00003715352,0.00005227354,0.2110165,0.00001934939,0.00000376851,0.000005143398,0.00001872832,8.192009e-7,0.001139711,0.0003726455,0.7872097,0.0001241276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802027,0.0000612454,0.00003509181,0.00118321,0.00009399542,0.000109139,0.00000417257,0.00006194799,0.0182485],"genre_scores_gemma":[0.9880578,0.00001852645,0.0005402906,0.0001786836,0.0002776601,0.00001712054,0.00002895386,2.896047e-7,0.0108807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7859326,"threshold_uncertainty_score":0.9999253,"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."}}